default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDNAACL-HLT 2021: Online
- Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty, Yichao Zhou:
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-46-6 - Shuai Zhang, Xi Rao
, Yi Tay, Ce Zhang:
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs. 1-10 - Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou:
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors. 11-26 - Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen:
Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks. 27-38 - Zixuan Zhang, Heng Ji:
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction. 39-49 - Zexuan Zhong, Danqi Chen:
A Frustratingly Easy Approach for Entity and Relation Extraction. 50-61 - Haoyang Wen, Yanru Qu, Heng Ji, Qiang Ning, Jiawei Han, Avi Sil, Hanghang Tong, Dan Roth:
Event Time Extraction and Propagation via Graph Attention Networks. 62-73 - Hongfei Xu, Josef van Genabith, Qiuhui Liu, Deyi Xiong:
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers. 74-85 - Aviv Slobodkin, Leshem Choshen, Omri Abend:
Mediators in Determining what Processing BERT Performs First. 86-93 - Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz, Michael Elhadad:
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA. 94-105 - Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn:
Multilingual Language Models Predict Human Reading Behavior. 106-123 - Rowan Hall Maudslay, Ryan Cotterell:
Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing. 124-131 - Jennifer C. White, Tiago Pimentel, Naomi Saphra, Ryan Cotterell:
A Non-Linear Structural Probe. 132-138 - Eric Wallace, Tony Z. Zhao, Shi Feng, Sameer Singh:
Concealed Data Poisoning Attacks on NLP Models. 139-150 - Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya:
Backtranslation Feedback Improves User Confidence in MT, Not Quality. 151-161 - Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney:
Data Filtering using Cross-Lingual Word Embeddings. 162-172 - Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser:
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation. 173-180 - Uri Shaham, Omer Levy:
Neural Machine Translation without Embeddings. 181-186 - Qi Liu, Matt J. Kusner, Phil Blunsom:
Counterfactual Data Augmentation for Neural Machine Translation. 187-197 - Nikzad Khani, Isidora Chara Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya:
Cultural and Geographical Influences on Image Translatability of Words across Languages. 198-209 - Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Saloni Potdar, Mo Yu:
Multilingual BERT Post-Pretraining Alignment. 210-219 - Amir Hadifar, Sofie Labat, Véronique Hoste, Chris Develder, Thomas Demeester:
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks. 220-225 - Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis:
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. 226-241 - Ohad Rozen, David Carmel, Avihai Mejer, Vitaly Mirkis, Yftah Ziser:
Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products. 242-253 - Lucia Pagani:
EnSidNet: Enhanced Hybrid Siamese-Deep Network for grouping clinical trials into drug-development pathways. 254-266 - Andrei Manolache, Florin Brad, Elena Burceanu:
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. 267-277 - Nadezhda Chirkova, Sergey Troshin:
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code. 278-288 - Dingmin Wang, Chenghua Lin, Qi Liu, Kam-Fai Wong:
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition. 289-295 - Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych:
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks. 296-310 - Ohad Rubin, Jonathan Berant:
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing. 311-324 - Luigi Procopio, Rocco Tripodi, Roberto Navigli:
SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation. 325-337 - Simone Conia, Andrea Bacciu, Roberto Navigli:
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources. 338-351 - Julian Martin Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Börschinger, Jordan L. Boyd-Graber:
Fool Me Twice: Entailment from Wikipedia Gamification. 352-365 - Bailin Wang, Mirella Lapata, Ivan Titov:
Meta-Learning for Domain Generalization in Semantic Parsing. 366-379 - Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
Aspect-Controlled Neural Argument Generation. 380-396 - Jiangming Liu, Shay B. Cohen, Mirella Lapata:
Text Generation from Discourse Representation Structures. 397-415 - Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin, Jingjing Liu:
APo-VAE: Text Generation in Hyperbolic Space. 416-431 - Linyong Nan, Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani:
DART: Open-Domain Structured Data Record to Text Generation. 432-447 - Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, Djamé Seddah:
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models. 448-462 - Haozhou Wang, James Henderson, Paola Merlo:
Multi-Adversarial Learning for Cross-Lingual Word Embeddings. 463-472 - Xinyi Wang, Sebastian Ruder, Graham Neubig:
Multi-view Subword Regularization. 473-482 - Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel:
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. 483-498 - Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah:
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. 499-511 - Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Martin Eisenschlos:
Open Domain Question Answering over Tables via Dense Retrieval. 512-519 - Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi:
Open-Domain Question Answering Goes Conversational via Question Rewriting. 520-534 - Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec:
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. 535-546 - Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi:
XOR QA: Cross-lingual Open-Retrieval Question Answering. 547-564 - Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee:
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. 565-575 - Michael Wiegand, Josef Ruppenhofer, Elisabeth Eder:
Implicitly Abusive Language - What does it actually look like and why are we not getting there? 576-587 - Dirk Hovy, Diyi Yang:
The Importance of Modeling Social Factors of Language: Theory and Practice. 588-602 - Dong Nguyen, Laura Rosseel, Jack Grieve:
On learning and representing social meaning in NLP: a sociolinguistic perspective. 603-612 - Emiel van Miltenburg, Chris van der Lee, Emiel Krahmer:
Preregistering NLP research. 613-623 - Tal Schuster, Adam Fisch, Regina Barzilay:
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence. 624-643 - Avijit Thawani, Jay Pujara, Filip Ilievski, Pedro A. Szekely:
Representing Numbers in NLP: a Survey and a Vision. 644-656 - Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer, Ido Dagan:
Extending Multi-Document Summarization Evaluation to the Interactive Setting. 657-677 - Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy, Eugene Agichtein:
Identifying Helpful Sentences in Product Reviews. 678-691 - Yang Liu, Sheng Shen, Mirella Lapata:
Noisy Self-Knowledge Distillation for Text Summarization. 692-703 - Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad:
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. 704-717 - Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang:
Enhancing Factual Consistency of Abstractive Summarization. 718-733 - Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li:
Few-shot Intent Classification and Slot Filling with Retrieved Examples. 734-749 - Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. 750-767 - Ashwin Paranjape, Christopher D. Manning:
Human-like informative conversations: Better acknowledgements using conditional mutual information. 768-781 - Jie Cao, Yi Zhang:
A Comparative Study on Schema-Guided Dialogue State Tracking. 782-796 - Jie Wu, Ian G. Harris, Hongzhi Zhao:
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks. 797-806 - Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston:
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. 807-833 - Yogarshi Vyas, Miguel Ballesteros:
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas. 834-844 - Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah:
Self-Training with Weak Supervision. 845-863 - Aman Madaan, Yiming Yang:
Neural Language Modeling for Contextualized Temporal Graph Generation. 864-881 - Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum:
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. 882-893 - Sha Li, Heng Ji, Jiawei Han:
Document-Level Event Argument Extraction by Conditional Generation. 894-908 - Xinya Du, Alexander M. Rush, Claire Cardie:
Template Filling with Generative Transformers. 909-914 - Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu:
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. 915-929 - Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan, Kenneth Church:
On Attention Redundancy: A Comprehensive Study. 930-945 - Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace:
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? 946-959 - Victor Sanh, Alexander M. Rush:
Low-Complexity Probing via Finding Subnetworks. 960-966 - Pouya Pezeshkpour, Sarthak Jain, Byron C. Wallace, Sameer Singh:
An Empirical Comparison of Instance Attribution Methods for NLP. 967-975 - Soham Dan, Michael Zhou, Dan Roth:
Generalization in Instruction Following Systems. 976-981 - Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu:
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. 982-997 - Candace Ross, Boris Katz, Andrei Barbu:
Measuring Social Biases in Grounded Vision and Language Embeddings. 998-1008 - Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. 1009-1021 - Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James A. Landay, Monica Lam:
Grounding Open-Domain Instructions to Automate Web Support Tasks. 1022-1032 - Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein, Trevor Darrell:
Modular Networks for Compositional Instruction Following. 1033-1040 - Jialu Li, Hao Tan, Mohit Bansal:
Improving Cross-Modal Alignment in Vision Language Navigation via Syntactic Information. 1041-1050 - Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu:
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning. 1051-1062 - Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang:
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach. 1063-1077 - Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao:
Posterior Differential Regularization with f-divergence for Improving Model Robustness. 1078-1089 - Wenzheng Zhang, Karl Stratos:
Understanding Hard Negatives in Noise Contrastive Estimation. 1090-1101 - Wenjie Wang, Pengfei Tang, Jian Lou, Li Xiong:
Certified Robustness to Word Substitution Attack with Differential Privacy. 1102-1112 - Shikhar Murty, Tatsunori Hashimoto, Christopher D. Manning:
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference. 1113-1125 - Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh:
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. 1126-1137 - Thamme Gowda, Weiqiu You, Constantine Lignos, Jonathan May:
Macro-Average: Rare Types Are Important Too. 1138-1157 - Sweta Agrawal, George F. Foster, Markus Freitag, Colin Cherry:
Assessing Reference-Free Peer Evaluation for Machine Translation. 1158-1171 - Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt:
The Curious Case of Hallucinations in Neural Machine Translation. 1172-1183 - Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat:
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution. 1184-1192 - Yue Wang, Cuong Hoang, Marcello Federico:
Towards Modeling the Style of Translators in Neural Machine Translation. 1193-1199 - Pratyay Banerjee, Tejas Gokhale, Chitta Baral:
Self-Supervised Test-Time Learning for Reading Comprehension. 1200-1211 - Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia:
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. 1212-1224 - Zhengzhong Liang, Steven Bethard, Mihai Surdeanu:
Explainable Multi-hop Verbal Reasoning Through Internal Monologue. 1225-1250 - Jifan Chen, Greg Durrett:
Robust Question Answering Through Sub-part Alignment. 1251-1263 - Tushar Khot, Daniel Khashabi, Kyle Richardson, Peter Clark, Ashish Sabharwal:
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models. 1264-1279 - Srinivasan Iyer, Sewon Min, Yashar Mehdad, Wen-tau Yih:
RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering. 1280-1287 - Shayne Longpre, Yi Lu, Chris DuBois:
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering. 1288-1300 - Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R. Devon Hjelm, Alessandro Sordoni, Aaron C. Courville:
Understanding by Understanding Not: Modeling Negation in Language Models. 1301-1312 - Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal:
DuoRAT: Towards Simpler Text-to-SQL Models. 1313-1321 - Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine Li, Pavan Kapanipathi, Kartik Talamadupula:
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization. 1322-1336 - Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson:
Structure-Grounded Pretraining for Text-to-SQL. 1337-1350 - Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu:
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. 1351-1360 - Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal, Dan Roth:
Temporal Reasoning on Implicit Events from Distant Supervision. 1361-1371 - James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang:
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models. 1372-1379 - Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. 1380-1391 - Kaiqiang Song, Bingqing Wang, Zhe Feng, Fei Liu:
A New Approach to Overgenerating and Scoring Abstractive Summaries. 1392-1404 - Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy Xin Ru Wang:
D2S: Document-to-Slide Generation Via Query-Based Text Summarization. 1405-1418 - Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang:
Efficient Attentions for Long Document Summarization. 1419-1436 - Yixin Liu, Zi-Yi Dou, Pengfei Liu:
RefSum: Refactoring Neural Summarization. 1437-1448 - Tanya Goyal, Greg Durrett:
Annotating and Modeling Fine-grained Factuality in Summarization. 1449-1462 - Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu:
Larger-Context Tagging: When and Why Does It Work? 1463-1475 - Yangming Li, Lemao Liu, Kaisheng Yao:
Neural Sequence Segmentation as Determining the Leftmost Segments. 1476-1486 - Songlin Yang, Yanpeng Zhao, Kewei Tu:
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols. 1487-1498 - Tao Meng, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi:
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input. 1499-1512 - Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. 1513-1524 - ChaeHun Park, Eugene Jang, Wonsuk Yang, Jong Park:
Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model. 1525-1534 - Byeongchang Kim, Hyunwoo Kim, Seokhee Hong, Gunhee Kim:
How Robust are Fact Checking Systems on Colloquial Claims? 1535-1548 - Janghoon Han, Taesuk Hong, Byoungjae Kim, Youngjoong Ko, Jungyun Seo:
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems. 1549-1558 - Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee:
Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention. 1559-1569 - Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie:
Adding Chit-Chat to Enhance Task-Oriented Dialogues. 1570-1583 - Fan Jiang, Trevor Cohn:
Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network. 1584-1591 - Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou:
Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition. 1592-1599 - Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata:
Improving Neural RST Parsing Model with Silver Agreement Subtrees. 1600-1612 - Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
RST Parsing from Scratch. 1613-1625 - Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk:
Did they answer? Subjective acts and intents in conversational discourse. 1626-1644 - Sopan Khosla, James Fiacco, Carolyn P. Rosé:
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance. 1645-1651 - Hideo Kobayashi, Vincent Ng:
Bridging Resolution: Making Sense of the State of the Art. 1652-1659 - Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron C. Courville:
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle. 1660-1672 - Samuel Kiegeland, Julia Kreutzer:
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation. 1673-1681 - Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan:
Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. 1682-1691 - Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang:
Mask Attention Networks: Rethinking and Strengthen Transformer. 1692-1701 - Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding. 1702-1715 - Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. 1716-1731 - Ian Porada, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung:
Modeling Event Plausibility with Consistent Conceptual Abstraction. 1732-1743 - George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong:
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. 1744-1753 - Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang, Xiang Wan:
Field Embedding: A Unified Grain-Based Framework for Word Representation. 1754-1762 - Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee:
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories. 1763-1773 - Howard Chen, Mengzhou Xia, Danqi Chen:
Non-Parametric Few-Shot Learning for Word Sense Disambiguation. 1774-1781 - Karen S. Martins, Pedro O. S. Vaz de Melo, Rodrygo L. T. Santos:
Why Do Document-Level Polarity Classifiers Fail? 1782-1794 - Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, Min Zhang:
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. 1795-1804 - Yuhao Feng, Yanghui Rao, Yuyao Tang, Ninghua Wang, He Liu:
Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction. 1805-1815 - Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, Xipeng Qiu:
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa. 1816-1829 - Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann:
Domain Divergences: A Survey and Empirical Analysis. 1830-1849 - Yingjie Li, Cornelia Caragea:
Target-Aware Data Augmentation for Stance Detection. 1850-1860 - Motoi Omachi, Yuya Fujita, Shinji Watanabe, Matthew Wiesner:
End-to-end ASR to jointly predict transcriptions and linguistic annotations. 1861-1871 - Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe:
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation. 1872-1881 - Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe:
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks. 1882-1896 - Yu-An Chung, Chenguang Zhu, Michael Zeng:
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding. 1897-1907 - Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson, Chang D. Yoo:
Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering. 1908-1919 - Ethan A. Chi, Julian Salazar, Katrin Kirchhoff:
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment. 1920-1927 - Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao:
Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis. 1928-1941 - Haoran Wu, Wei Chen, Shuang Xu, Bo Xu:
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network. 1942-1955 - Yuwei Wu, Xuezhe Ma, Diyi Yang:
Personalized Response Generation via Generative Split Memory Network. 1956-1970 - Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung:
Towards Few-shot Fact-Checking via Perplexity. 1971-1981 - Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati:
Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation. 1982-1995 - Soham Datta, Prabir Mallick, Sangameshwar Patil, Indrajit Bhattacharya, Girish K. Palshikar:
Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming. 1996-2005 - Xuanli He, Lingjuan Lyu, Lichao Sun, Qiongkai Xu:
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! 2006-2012 - Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He:
A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. 2013-2023 - Tianwen Wei, Jianwei Qi, Shenghuan He, Songtao Sun:
Masked Conditional Random Fields for Sequence Labeling. 2024-2035 - Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu:
Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data. 2036-2047 - Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He:
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. 2048-2058 - Chuhan Wu, Fangzhao Wu, Yongfeng Huang:
DA-Transformer: Distance-aware Transformer. 2059-2068 - Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu:
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction. 2069-2079 - Arkil Patel, Satwik Bhattamishra, Navin Goyal:
Are NLP Models really able to Solve Simple Math Word Problems? 2080-2094 - Tomoyuki Kajiwara, Chenhui Chu, Noriko Takemura, Yuta Nakashima, Hajime Nagahara:
WRIME: A New Dataset for Emotional Intensity Estimation with Subjective and Objective Annotations. 2095-2104 - Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung:
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. 2105-2115 - Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency:
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. 2116-2138 - Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. 2139-2145 - Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen:
COVID-19 Named Entity Recognition for Vietnamese. 2146-2153 - Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak, Andrew Turpin, Lea Frermann:
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames. 2154-2166 - Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism. 2167-2175 - Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah, Lucie Flek:
Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning. 2176-2190 - Kokil Jaidka, Andrea Ceolin, Iknoor Singh, Niyati Chhaya, Lyle H. Ungar:
WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia. 2191-2200 - Jian Zhu, David Jurgens:
The structure of online social networks modulates the rate of lexical change. 2201-2218 - Julia Mendelsohn, Ceren Budak, David Jurgens:
Modeling Framing in Immigration Discourse on Social Media. 2219-2263 - Mali Jin, Nikolaos Aletras:
Modeling the Severity of Complaints in Social Media. 2264-2274 - Josef Valvoda, Tiago Pimentel, Niklas Stoehr, Ryan Cotterell, Simone Teufel:
What About the Precedent: An Information-Theoretic Analysis of Common Law. 2275-2288 - Bertie Vidgen, Dong Nguyen, Helen Z. Margetts, Patrícia G. C. Rossini, Rebekah Tromble:
Introducing CAD: the Contextual Abuse Dataset. 2289-2303 - Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan:
Lifelong Learning of Hate Speech Classification on Social Media. 2304-2314 - Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein:
Learning to Recognize Dialect Features. 2315-2338 - Timo Schick, Hinrich Schütze:
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. 2339-2352 - Philipp Dufter, Nora Kassner, Hinrich Schütze:
Static Embeddings as Efficient Knowledge Bases? 2353-2363 - Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson:
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. 2364-2375 - Dongkuan Xu, Ian En-Hsu Yen, Jinxi Zhao, Zhibin Xiao:
Rethinking Network Pruning - under the Pre-train and Fine-tune Paradigm. 2376-2382 - Andrew Silva, Pradyumna Tambwekar, Matthew C. Gombolay:
Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers. 2383-2389 - Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein:
Detoxifying Language Models Risks Marginalizing Minority Voices. 2390-2397 - Debora Nozza, Federico Bianchi, Dirk Hovy:
HONEST: Measuring Hurtful Sentence Completion in Language Models. 2398-2406 - Shailza Jolly, Sandro Pezzelle, Moin Nabi:
EaSe: A Diagnostic Tool for VQA based on Answer Diversity. 2407-2414 - Zineng Tang, Jie Lei, Mohit Bansal:
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization. 2415-2426 - Adyasha Maharana, Darryl Hannan, Mohit Bansal:
Improving Generation and Evaluation of Visual Stories via Semantic Consistency. 2427-2442 - Poyao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alex Hauptmann:
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. 2443-2459 - Arka Sadhu, Kan Chen, Ram Nevatia:
Video Question Answering with Phrases via Semantic Roles. 2460-2478 - Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanovic, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi, Barbara Plank:
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding. 2479-2497 - Alon Eirew, Arie Cattan, Ido Dagan:
WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia. 2498-2510 - Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens:
Challenging distributional models with a conceptual network of philosophical terms. 2511-2522 - Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick S. H. Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vladimir Karpukhin, Jean Maillard, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel:
KILT: a Benchmark for Knowledge Intensive Language Tasks. 2523-2544 - Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. 2545-2568 - Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri, Jens Lehmann:
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings. 2569-2578 - Constantinos Karouzos, Georgios Paraskevopoulos, Alexandros Potamianos:
UDALM: Unsupervised Domain Adaptation through Language Modeling. 2579-2590 - Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy, Massimo Poesio:
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning. 2591-2597 - Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum:
Clustering-based Inference for Biomedical Entity Linking. 2598-2608 - Lingxiao Wang, Kevin Huang, Tengyu Ma, Quanquan Gu, Jing Huang:
Variance-reduced First-order Meta-learning for Natural Language Processing Tasks. 2609-2615 - Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy:
Diversity-Aware Batch Active Learning for Dependency Parsing. 2616-2626 - Teven Le Scao, Alexander M. Rush:
How many data points is a prompt worth? 2627-2636 - Adi Haviv, Lior Vassertail, Omer Levy:
Can Latent Alignments Improve Autoregressive Machine Translation? 2637-2641 - Ben Peters, André F. T. Martins:
Smoothing and Shrinking the Sparse Seq2Seq Search Space. 2642-2654 - Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang:
Unified Pre-training for Program Understanding and Generation. 2655-2668 - Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin:
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding. 2669-2678 - Nadezhda Chirkova:
On the Embeddings of Variables in Recurrent Neural Networks for Source Code. 2679-2689 - Xutan Peng, Chenghua Lin, Mark Stevenson:
Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation. 2690-2701 - Chieh-Yang Huang, Ting-Hao K. Huang:
Semantic Frame Forecast. 2702-2713 - Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea:
MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. 2714-2725 - Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White, Dan Roth:
Learning to Decompose and Organize Complex Tasks. 2726-2735 - Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. 2736-2746 - Bailin Wang, Mirella Lapata, Ivan Titov:
Learning from Executions for Semantic Parsing. 2747-2759 - Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong:
Learning to Synthesize Data for Semantic Parsing. 2760-2766 - Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan A. Rossi, Nedim Lipka, Sheng Li:
Edge: Enriching Knowledge Graph Embeddings with External Text. 2767-2776 - Sahisnu Mazumder, Oriana Riva:
FLIN: A Flexible Natural Language Interface for Web Navigation. 2777-2788 - Roma Patel, Marta Garnelo, Ian Gemp, Chris Dyer, Yoram Bachrach:
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index. 2789-2798 - J. Neeraja, Vivek Gupta, Vivek Srikumar:
Incorporating External Knowledge to Enhance Tabular Reasoning. 2799-2809 - Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas:
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. 2810-2823 - Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi:
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. 2824-2837 - Andrew Moore, Jeremy Barnes:
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification. 2838-2869 - Gabriele Pergola, Lin Gui, Yulan He:
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews. 2870-2883 - Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou:
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. 2884-2894 - Elsbeth Turcan, Smaranda Muresan, Kathleen R. McKeown:
Emotion-Infused Models for Explainable Psychological Stress Detection. 2895-2909 - Yuanhe Tian, Guimin Chen, Yan Song:
Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble. 2910-2922 - Thomas Ruprecht, Richard Mörbitz:
Supertagging-based Parsing with Linear Context-free Rewriting Systems. 2923-2935 - Parker Riley, Daniel Gildea:
Outside Computation with Superior Functions. 2936-2940 - Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee:
Learning Syntax from Naturally-Occurring Bracketings. 2941-2949 - Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan:
Bot-Adversarial Dialogue for Safe Conversational Agents. 2950-2968 - Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad:
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. 2969-2978 - Shikib Mehri, Mihail Eric:
Example-Driven Intent Prediction with Observers. 2979-2992 - Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng:
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management. 2993-3001 - Derek Chen, Howard Chen, Yi Yang, Alexander Lin, Zhou Yu:
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems. 3002-3017 - Prakhar Gupta, Jeffrey P. Bigham, Yulia Tsvetkov, Amy Pavel:
Controlling Dialogue Generation with Semantic Exemplars. 3018-3029 - Luyu Gao, Zhuyun Dai, Jamie Callan:
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. 3030-3042 - Zihan Wang, Dheeraj Mekala, Jingbo Shang:
X-Class: Text Classification with Extremely Weak Supervision. 3043-3053 - Aaron Mueller, Mark Dredze:
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling. 3054-3068 - Wilson Fearn, Orion Weller, Kevin D. Seppi:
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification. 3069-3082 - Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. 3083-3090 - Sergey Volokhin, Joyce C. Ho, Oleg Rokhlenko, Eugene Agichtein:
You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions. 3091-3096 - Shunyu Yao, Karthik Narasimhan, Matthew J. Hausknecht:
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents. 3097-3102 - Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju:
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. 3103-3111 - Tsu-Jui Fu, William Yang Wang:
Semi-Supervised Policy Initialization for Playing Games with Language Hints. 3112-3116 - Jihyung Kil, Wei-Lun Chao:
Revisiting Document Representations for Large-Scale Zero-Shot Learning. 3117-3128 - Leticia Farias Wanderley, Nicole Zhao, Carrie Demmans Epp:
Negative language transfer in learner English: A new dataset. 3129-3142 - Yurun Song, Junchen Zhao, Lucia Specia:
SentSim: Crosslingual Semantic Evaluation of Machine Translation. 3143-3156 - Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma, Radu Soricut:
Quality Estimation for Image Captions Based on Large-scale Human Evaluations. 3157-3166 - Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale M. Lucas, Jonathan May, Jonathan Gratch:
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems. 3167-3185 - Philippe Laban, Lucas Bandarkar, Marti A. Hearst:
News Headline Grouping as a Challenging NLU Task. 3186-3198 - Eleftheria Briakou, Di Lu, Ke Zhang, Joel R. Tetreault:
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer. 3199-3216 - Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos, Jia Xu:
Grouping Words with Semantic Diversity. 3217-3228 - Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo:
Noise Stability Regularization for Improving BERT Fine-tuning. 3229-3241 - Xiaoan Ding, Kevin Gimpel:
FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models. 3242-3258 - Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li, Philip S. Yu:
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization. 3259-3265 - Dianbo Sui, Yubo Chen, Binjie Mao, Delai Qiu, Kang Liu, Jun Zhao:
Knowledge Guided Metric Learning for Few-Shot Text Classification. 3266-3271 - Idan Schwartz:
Ensemble of MRR and NDCG models for Visual Dialog. 3272-3363 - Iryna Haponchyk, Alessandro Moschitti:
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents. 3364-3374 - Matthew Henderson, Ivan Vulic:
ConVEx: Data-Efficient and Few-Shot Slot Labeling. 3375-3389 - Bo-Hsiang Tseng, Shruti Bhargava, Jiarui Lu, Joel Ruben Antony Moniz, Dhivya Piraviperumal, Lin Li, Hong Yu:
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues. 3390-3406 - Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour:
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems. 3407-3419 - Yen-Chen Wu, Carl Edward Rasmussen:
Clipping Loops for Sample-Efficient Dialogue Policy Optimisation. 3420-3428 - Ian D. Wood, Mark Johnson, Stephen Wan:
Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction. 3429-3436 - Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao:
Noisy-Labeled NER with Confidence Estimation. 3437-3445 - Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer:
TABBIE: Pretrained Representations of Tabular Data. 3446-3456 - Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing:
Better Feature Integration for Named Entity Recognition. 3457-3469 - Chih-Yao Chen, Cheng-Te Li:
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning. 3470-3479 - Minh Tran Phu, Thien Huu Nguyen:
Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures. 3480-3490 - Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. 3491-3499 - Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Abhilasha Sancheti:
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus. 3500-3510 - Kevin Yang, Dan Klein:
FUDGE: Controlled Text Generation With Future Discriminators. 3511-3535 - Mounica Maddela, Fernando Alva-Manchego, Wei Xu:
Controllable Text Simplification with Explicit Paraphrasing. 3536-3553 - Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou:
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. 3554-3565 - Elizabeth Clark, Noah A. Smith:
Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models. 3566-3575 - Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou:
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. 3576-3588 - Pengcheng Yang, Pei Zhang, Boxing Chen, Jun Xie, Weihua Luo:
Context-Interactive Pre-Training for Document Machine Translation. 3589-3595 - Samson Tan, Shafiq R. Joty:
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. 3596-3616 - Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May:
X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering. 3617-3632 - Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig:
Explicit Alignment Objectives for Multilingual Bidirectional Encoders. 3633-3643 - Hongliang Fei, Tan Yu, Ping Li:
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval. 3644-3650 - Iacer Calixto, Alessandro Raganato, Tommaso Pasini:
Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks. 3651-3661 - Swarnadeep Saha, Prateek Yadav, Mohit Bansal:
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning. 3662-3677 - Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen:
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge. 3678-3691 - Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang, Chitta Baral:
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images. 3692-3709 - Benjamin Newman, Kai-Siang Ang, Julia Gong, John Hewitt:
Refining Targeted Syntactic Evaluation of Language Models. 3710-3723 - Liwei Song, Xinwei Yu, Hsuan-Tung Peng, Karthik Narasimhan:
Universal Adversarial Attacks with Natural Triggers for Text Classification. 3724-3733 - Peiyang Liu, Sen Wang, Xi Wang, Wei Ye, Shikun Zhang:
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval. 3734-3739 - Liwen Wang, Yuanmeng Yan, Keqing He, Yanan Wu, Weiran Xu:
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack. 3740-3750 - Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah:
An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls. 3751-3757 - Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku:
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. 3758-3769 - Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren:
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. 3770-3783 - Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov, Alan W. Black:
Case Study: Deontological Ethics in NLP. 3784-3798 - Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim:
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels. 3799-3807 - Silvio Amir, Jan-Willem van de Meent, Byron C. Wallace:
On the Impact of Random Seeds on the Fairness of Clinical Classifiers. 3808-3823 - Caitlin Doogan, Wray L. Buntine:
Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures. 3824-3848 - Fajri Koto, Jey Han Lau, Timothy Baldwin:
Discourse Probing of Pretrained Language Models. 3849-3864 - Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu:
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. 3865-3878 - Ayush Kaushal, Avirup Saha, Niloy Ganguly:
tWT-WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets. 3879-3889 - Pride Kavumba, Benjamin Heinzerling, Ana Brassard, Kentaro Inui:
Learning to Learn to be Right for the Right Reasons. 3890-3898 - Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang, Cho-Jui Hsieh:
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation. 3899-3916 - Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji:
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. 3917-3930 - Xi Ai, Bin Fang:
Almost Free Semantic Draft for Neural Machine Translation. 3931-3941 - Shuhao Gu, Yang Feng, Wanying Xie:
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation. 3942-3952 - Long Zhang, Tong Zhang, Haibo Zhang, Baosong Yang, Wei Ye, Shikun Zhang:
Multi-Hop Transformer for Document-Level Machine Translation. 3953-3963 - Yue Cao, Hao-Ran Wei, Boxing Chen, Xiaojun Wan:
Continual Learning for Neural Machine Translation. 3964-3974 - Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao:
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios. 3975-3981 - Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou:
Smart-Start Decoding for Neural Machine Translation. 3982-3988 - Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang:
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation. 3989-3996 - Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal:
ER-AE: Differentially Private Text Generation for Authorship Anonymization. 3997-4007 - Happy Mittal, Aniket Chakrabarti, Belhassen Bayar, Animesh Anant Sharma, Nikhil Rasiwasia:
Distantly Supervised Transformers For E-Commerce Product QA. 4008-4017 - Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah:
Quantitative Day Trading from Natural Language using Reinforcement Learning. 4018-4030 - Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Soojin Jang, Jaegul Choo, Youngbin Kim:
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation. 4031-4042 - Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen:
Modeling Diagnostic Label Correlation for Automatic ICD Coding. 4043-4052 - Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee:
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. 4053-4064 - Luciana Benotti, Patrick Blackburn:
A recipe for annotating grounded clarifications. 4065-4077 - Ying Xu, Xu Zhong, Antonio Jimeno-Yepes, Jey Han Lau:
Grey-box Adversarial Attack And Defence For Sentiment Classification. 4078-4087 - Saunack Kumar, Saurav Kumar, Pushpak Bhattacharyya:
How low is too low? A monolingual take on lemmatisation in Indian languages. 4088-4094 - Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar:
Causal Effects of Linguistic Properties. 4095-4109 - Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams:
Dynabench: Rethinking Benchmarking in NLP. 4110-4124 - Denis Newman-Griffis, Jill Fain Lehman, Carolyn P. Rosé, Harry Hochheiser:
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research. 4125-4138 - Wen Xiao, Patrick Huber, Giuseppe Carenini:
Predicting Discourse Trees from Transformer-based Neural Summarizers. 4139-4152 - Onkar Pandit, Yufang Hou:
Probing for Bridging Inference in Transformer Language Models. 4153-4163 - Anne Beyer, Sharid Loáiciga, David Schlangen:
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models. 4164-4173 - Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, Massimo Poesio:
Stay Together: A System for Single and Split-antecedent Anaphora Resolution. 4174-4184 - Florian Boudin, Ygor Gallina:
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness. 4185-4193 - Marco Wrzalik, Dirk Krechel:
CoRT: Complementary Rankings from Transformers. 4194-4204 - Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces. 4205-4217 - Qianqian Xie, Jimin Huang, Pan Du, Min Peng, Jian-Yun Nie:
Inductive Topic Variational Graph Auto-Encoder for Text Classification. 4218-4227 - Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier:
Self-Alignment Pretraining for Biomedical Entity Representations. 4228-4238 - Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren, Jiawei Han:
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names. 4239-4249 - Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng:
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding. 4250-4261 - Yixin Liu, Graham Neubig, John Wieting:
On Learning Text Style Transfer with Direct Rewards. 4262-4273 - Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov:
Focused Attention Improves Document-Grounded Generation. 4274-4287 - Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi:
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints. 4288-4299 - Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley, Julian J. McAuley:
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge. 4300-4312 - Bowen Tan, Zichao Yang, Maruan Al-Shedivat, Eric P. Xing, Zhiting Hu:
Progressive Generation of Long Text with Pretrained Language Models. 4313-4324 - Ruochen Zhang, Carsten Eickhoff:
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. 4325-4333 - Sarik Ghazarian, Zixi Liu, Akash SM, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng:
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation. 4334-4344 - Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth:
MultiOpEd: A Corpus of Multi-Perspective News Editorials. 4345-4361 - Mina Lee, Chris Donahue, Robin Jia, Alexander Iyabor, Percy Liang:
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality. 4362-4379 - Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula, Yejin Choi:
"I'm Not Mad": Commonsense Implications of Negation and Contradiction. 4380-4397 - Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde:
Identifying Medical Self-Disclosure in Online Communities. 4398-4408 - Federico Bianchi, Ciro Greco, Jacopo Tagliabue:
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. 4409-4415 - Tiago Pimentel, Brian Roark, Søren Wichmann, Ryan Cotterell, Damián E. Blasi:
Finding Concept-specific Biases in Form-Meaning Associations. 4416-4425 - Tiago Pimentel, Irene Nikkarinen, Kyle Mahowald, Ryan Cotterell, Damián E. Blasi:
How (Non-)Optimal is the Lexicon? 4426-4438 - Sian Gooding, Ekaterina Kochmar, Seid Muhie Yimam, Chris Biemann:
Word Complexity is in the Eye of the Beholder. 4439-4449 - Jason Wei, Kelly Finn, Emma Templeton, Thalia Wheatley, Soroush Vosoughi:
Linguistic Complexity Loss in Text-Based Therapy. 4450-4459 - Carlo Meloni, Shauli Ravfogel, Yoav Goldberg:
Ab Antiquo: Neural Proto-language Reconstruction. 4460-4473 - Annette Rios, Chantal Amrhein, Noëmi Aepli, Rico Sennrich:
On Biasing Transformer Attention Towards Monotonicity. 4474-4488 - Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel S. Weld, Roy Schwartz, Hannaneh Hajishirzi:
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. 4489-4503 - Jing Lu, Vincent Ng:
Constrained Multi-Task Learning for Event Coreference Resolution. 4504-4514 - Adithya V. Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz:
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality. 4515-4532 - Hyun Gi Lee, Evan Sholle, Ashley Beecy, Subhi J. Al'Aref, Yifan Peng:
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality. 4533-4538 - Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha, Debanjan Mahata, Haimin Zhang:
On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles. 4539-4545 - Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu:
Data and Model Distillation as a Solution for Domain-transferable Fact Verification. 4546-4552 - Ankith Uppunda, Susan D. Cochran, Jacob G. Foster, Alina Arseniev-Koehler, Vickie M. Mays, Kai-Wei Chang:
Adapting Coreference Resolution for Processing Violent Death Narratives. 4553-4559 - Hossein Rajaby Faghihi, Parisa Kordjamshidi:
Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events. 4560-4570 - Vikas Yadav, Steven Bethard, Mihai Surdeanu:
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering. 4571-4581 - Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, Parisa Kordjamshidi:
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning. 4582-4598 - Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner:
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers. 4599-4610 - Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen:
Differentiable Open-Ended Commonsense Reasoning. 4611-4625 - Hui Wan, Song Feng, R. Chulaka Gunasekara, Siva Sankalp Patel, Sachindra Joshi, Luis A. Lastras:
Does Structure Matter? Encoding Documents for Machine Reading Comprehension. 4626-4634 - Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III:
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval. 4635-4641 - Syrielle Montariol, Matej Martinc, Lidia Pivovarova:
Scalable and Interpretable Semantic Change Detection. 4642-4652 - Aina Garí Soler, Marianna Apidianaki:
Scalar Adjective Identification and Multilingual Ranking. 4653-4660 - Edoardo Barba, Tommaso Pasini, Roberto Navigli:
ESC: Redesigning WSD with Extractive Sense Comprehension. 4661-4672 - Xiaoyu Tong, Ekaterina Shutova, Martha Lewis:
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective. 4673-4686 - Catherine Chen, Kevin Lin, Dan Klein:
Constructing Taxonomies from Pretrained Language Models. 4687-4700 - Mehdi Rezaee, Francis Ferraro:
Event Representation with Sequential, Semi-Supervised Discrete Variables. 4701-4716 - Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou, Osmar R. Zaïane:
Seq2Emo: A Sequence to Multi-Label Emotion Classification Model. 4717-4724 - Kornraphop Kawintiranon, Lisa Singh:
Knowledge Enhanced Masked Language Model for Stance Detection. 4725-4735 - Zakaria Aldeneh, Matthew Perez, Emily Mower Provost:
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. 4736-4745 - Zixuan Ke, Hu Xu, Bing Liu:
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks. 4746-4755 - Emily Allaway, Malavika Srikanth, Kathleen R. McKeown:
Adversarial Learning for Zero-Shot Stance Detection on Social Media. 4756-4767 - Ramakanth Pasunuru, Mengwen Liu, Mohit Bansal, Sujith Ravi, Markus Dreyer:
Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters. 4768-4779 - Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao:
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. 4780-4793 - Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad:
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization. 4794-4811 - Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov:
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics. 4812-4829 - Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig:
GSum: A General Framework for Guided Neural Abstractive Summarization. 4830-4842 - Samuel R. Bowman, George E. Dahl:
What Will it Take to Fix Benchmarking in Natural Language Understanding? 4843-4855 - Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi:
TuringAdvice: A Generative and Dynamic Evaluation of Language Use. 4856-4880 - Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam, Rajiv Ratn Shah:
Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures. 4881-4892 - Jun Wang, Kelly Cui, Bei Yu:
Self Promotion in US Congressional Tweets. 4893-4899 - Patrick J. Burns, James Brofos, Kyle Li, Pramit Chaudhuri, Joseph P. Dexter:
Profiling of Intertextuality in Latin Literature Using Word Embeddings. 4900-4907 - Xinliang Frederick Zhang, Marie-Catherine de Marneffe:
Identifying inherent disagreement in natural language inference. 4908-4915 - I-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser:
Modeling Human Mental States with an Entity-based Narrative Graph. 4916-4926 - Yan Zeng, Jian-Yun Nie:
A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation. 4927-4939 - Kalpesh Krishna, Aurko Roy, Mohit Iyyer:
Hurdles to Progress in Long-form Question Answering. 4940-4957 - Tuhin Chakrabarty, Christopher Hidey, Smaranda Muresan:
ENTRUST: Argument Reframing with Language Models and Entailment. 4958-4971 - Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li:
Paragraph-level Simplification of Medical Texts. 4972-4984 - Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler, Daqing He:
An Empirical Study on Neural Keyphrase Generation. 4985-5007 - Shuyang Cao, Lu Wang:
Attention Head Masking for Inference Time Content Selection in Abstractive Summarization. 5008-5016 - Zexuan Zhong, Dan Friedman, Danqi Chen:
Factual Probing Is [MASK]: Learning vs. Learning to Recall. 5017-5033 - Shuoyang Ding, Philipp Koehn:
Evaluating Saliency Methods for Neural Language Models. 5034-5052 - Dianqi Li, Yizhe Zhang, Hao Peng, Liqun Chen, Chris Brockett, Ming-Ting Sun, Bill Dolan:
Contextualized Perturbation for Textual Adversarial Attack. 5053-5069 - Yichu Zhou, Vivek Srikumar:
DirectProbe: Studying Representations without Classifiers. 5070-5083 - Md. Rizwan Parvez, Kai-Wei Chang:
Evaluating the Values of Sources in Transfer Learning. 5084-5116 - Daniel Bis, Maksim Podkorytov, Xiuwen Liu:
Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications. 5117-5130 - Tianyi Zhang, Tatsunori Hashimoto:
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies. 5131-5146 - Chu-Cheng Lin, Aaron Jaech, Xin Li, Matthew R. Gormley, Jason Eisner:
Limitations of Autoregressive Models and Their Alternatives. 5147-5173 - Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han:
On the Transformer Growth for Progressive BERT Training. 5174-5180 - Simeng Sun, Mohit Iyyer:
Revisiting Simple Neural Probabilistic Language Models. 5181-5188 - Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong, Philip Pham, Ilya Eckstein, Fei Sha:
ReadTwice: Reading Very Large Documents with Memories. 5189-5195 - Erik Nijkamp, Bo Pang, Ying Nian Wu, Caiming Xiong:
SCRIPT: Self-Critic PreTraining of Transformers. 5196-5202 - Guanghui Qin, Jason Eisner:
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts. 5203-5212 - Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay:
Nutri-bullets Hybrid: Consensual Multi-document Summarization. 5213-5222 - Thuy Vu, Alessandro Moschitti:
AVA: an Automatic eValuation Approach for Question Answering Systems. 5223-5233 - Vivek Subramanian, Matthew Engelhard, Samuel Berchuck, Liqun Chen, Ricardo Henao, Lawrence Carin:
SpanPredict: Extraction of Predictive Document Spans with Neural Attention. 5234-5258 - Felix Faltings, Michel Galley, Gerold Hintz, Chris Brockett, Chris Quirk, Jianfeng Gao, Bill Dolan:
Text Editing by Command. 5259-5274 - Aleem Khan, Elizabeth Fleming, Noah Schofield, Marcus Bishop, Nicholas Andrews:
A Deep Metric Learning Approach to Account Linking. 5275-5287 - Yasuhide Miura, Yuhao Zhang, Emily Bao Tsai, Curtis P. Langlotz, Dan Jurafsky:
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation. 5288-5304 - Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung:
Multimodal End-to-End Sparse Model for Emotion Recognition. 5305-5316 - Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba, Balaji Vasan Srinivasan:
MIMOQA: Multimodal Input Multimodal Output Question Answering. 5317-5332 - Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen:
OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding. 5333-5338 - Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang:
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions. 5339-5350 - Athul Paul Jacob, Mike Lewis, Jacob Andreas:
Multitasking Inhibits Semantic Drift. 5351-5366 - Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi:
Probing Contextual Language Models for Common Ground with Visual Representations. 5367-5377 - Ishani Mondal:
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification. 5378-5384 - Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi:
Targeted Adversarial Training for Natural Language Understanding. 5385-5393 - Xu Guo, Boyang Li, Han Yu, Chunyan Miao:
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection. 5394-5407 - Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau:
Self-training Improves Pre-training for Natural Language Understanding. 5408-5418 - Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Supporting Clustering with Contrastive Learning. 5419-5430 - Xingwu Sun, Yanling Cui, Hongyin Tang, Qiuyu Zhu, Fuzheng Zhang, Beihong Jin:
TITA: A Two-stage Interaction and Topic-Aware Text Matching Model. 5431-5440 - Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. 5441-5452 - Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He:
Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. 5453-5466 - Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang:
Discrete Argument Representation Learning for Interactive Argument Pair Identification. 5467-5478 - Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa:
On Unifying Misinformation Detection. 5479-5485 - Honai Ueoka, Yugo Murawaki, Sadao Kurohashi:
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model. 5486-5492 - Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu:
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning. 5493-5500 - Miikka Silfverberg, Francis M. Tyers, Garrett Nicolai, Mans Hulden:
Do RNN States Encode Abstract Phonological Alternations? 5501-5513 - Zhen Ke, Liang Shi, Songtao Sun, Erli Meng, Bin Wang, Xipeng Qiu:
Pre-training with Meta Learning for Chinese Word Segmentation. 5514-5523 - Hua Zheng, Damai Dai, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang, Yang Liu:
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation. 5524-5531 - Shohei Higashiyama, Masao Utiyama, Taro Watanabe, Eiichiro Sumita:
User-Generated Text Corpus for Evaluating Japanese Morphological Analysis and Lexical Normalization. 5532-5541 - Nikolay Malkin, Sameera Lanka, Pranav Goel, Sudha Rao, Nebojsa Jojic:
GPT Perdetry Test: Generating new meanings for new words. 5542-5553 - Wenxi Li, Yiyang Hou, Yajie Ye, Li Liang, Weiwei Sun:
Universal Semantic Tagging for English and Mandarin Chinese. 5554-5566 - Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu:
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. 5567-5577 - Hirokazu Kiyomaru, Sadao Kurohashi:
Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis. 5578-5584 - Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian:
AMR Parsing with Action-Pointer Transformer. 5585-5598 - Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo A. Ramos, Ahmed Hassan Awadallah:
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction. 5599-5610 - Xuchao Zhang, Bo Zong, Wei Cheng, Jingchao Ni, Yanchi Liu, Haifeng Chen:
Unsupervised Concept Representation Learning for Length-Varying Text Similarity. 5611-5620 - Haolan Zhan, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Yongjun Bao, Yanyan Lan:
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition. 5621-5630 - Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Hong Xu, Weiran Xu:
Adversarial Self-Supervised Learning for Out-of-Domain Detection. 5631-5639 - Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba:
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking. 5640-5648 - Bishal Santra, Potnuru Anusha, Pawan Goyal:
Hierarchical Transformer for Task Oriented Dialog Systems. 5649-5658 - Huda Khayrallah, João Sedoc:
Measuring the 'I don't know' Problem through the Lens of Gricean Quantity. 5659-5670 - Youri Xu, Haihong E, Meina Song, Wenyu Song, Xiaodong Lv, Haotian Wang, Jinrui Yang:
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion. 5671-5681 - Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Open Hierarchical Relation Extraction. 5682-5693 - Yubo Chen, Yunqi Zhang, Changran Hu, Yongfeng Huang:
Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network. 5694-5703 - Xuan Zhou, Xiao Zhang, Chenyang Tao, Junya Chen, Bing Xu, Wei Wang, Jing Xiao:
Multi-Grained Knowledge Distillation for Named Entity Recognition. 5704-5716 - Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. 5717-5726 - Tulika Saha, Apoorva Upadhyaya, Sriparna Saha, Pushpak Bhattacharyya:
Towards Sentiment and Emotion aided Multi-modal Speech Act Classification in Twitter. 5727-5737 - Quanyu Long, Mingxuan Wang, Lei Li:
Generative Imagination Elevates Machine Translation. 5738-5748 - Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen:
Non-Autoregressive Translation by Learning Target Categorical Codes. 5749-5759 - Abhirut Gupta, Aditya Vavre, Sunita Sarawagi:
Training Data Augmentation for Code-Mixed Translation. 5760-5766 - Sho Takase, Shun Kiyono:
Rethinking Perturbations in Encoder-Decoders for Fast Training. 5767-5780 - Amane Sugiyama, Naoki Yoshinaga:
Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model. 5781-5791 - Hoang-Quoc Nguyen-Son, Tran Thao Phuong, Seira Hidano, Ishita Gupta, Shinsaku Kiyomoto:
Machine Translated Text Detection Through Text Similarity with Round-Trip Translation. 5792-5797 - Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun:
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference. 5798-5809 - Yongjie Huang, Meng Yang:
Breadth First Reasoning Graph for Multi-hop Question Answering. 5810-5821 - Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang:
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph. 5822-5834 - Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang:
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering. 5835-5847 - Yinya Huang, Meng Fang, Yu Cao, Liwei Wang, Xiaodan Liang:
DAGN: Discourse-Aware Graph Network for Logical Reasoning. 5848-5855 - Sohee Yang, Minjoon Seo:
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering. 5856-5865 - Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang:
Unsupervised Multi-hop Question Answering by Question Generation. 5866-5880 - Peng Cui, Le Hu:
Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents. 5881-5891 - Tiezheng Yu, Zihan Liu, Pascale Fung:
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization. 5892-5904 - Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev:
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. 5905-5921 - Xiyan Fu, Jun Wang, Zhenglu Yang:
MM-AVS: A Full-Scale Dataset for Multi-modal Summarization. 5922-5926 - Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng:
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization. 5927-5934 - Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth:
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection. 5935-5941 - Shuyang Cao, Lu Wang:
Inference Time Style Control for Summarization. 5942-5953
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-09-21 23:44 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
