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2024
[c49]
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Nate Gruver, Anuroop Sriram, Andrea Madotto, Andrew Gordon Wilson, C. Lawrence Zitnick, Zachary W. Ulissi:
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text. ICLR 2024
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Nate Gruver, Anuroop Sriram, Andrea Madotto, Andrew Gordon Wilson, C. Lawrence Zitnick, Zachary W. Ulissi:
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text. CoRR abs/2402.04379 (2024)
[i60]
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Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR abs/2403.04735 (2024)
2023
[j2]
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Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung:
Survey of Hallucination in Natural Language Generation. ACM Comput. Surv. 55(12): 248:1-248:38 (2023)
[j1]
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
[c48]
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Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodríguez, Babak Damavandi, Nanyun Peng, Seungwhan Moon:
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. ACL (1) 2023: 6273-6291
[c47]
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Mounica Maddela, Megan Ung, Jing Xu, Andrea Madotto, Heather Foran, Y-Lan Boureau:
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts. ACL (1) 2023: 13641-13660
[c46]
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Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar:
Continual Dialogue State Tracking via Example-Guided Question Answering. EMNLP 2023: 3873-3886
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Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Aparajita Saraf, Amy Bearman, Babak Damavandi:
IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning. EMNLP (Findings) 2023: 13246-13253
[c44]
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Aparajita Saraf, Seungwhan Moon, Andrea Madotto:
A Survey of Datasets, Applications, and Models for IMU Sensor Signals. ICASSP Workshops 2023: 1-5
[i59]
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Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar:
Continual Dialogue State Tracking via Example-Guided Question Answering. CoRR abs/2305.13721 (2023)
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Mounica Maddela, Megan Ung, Jing Xu, Andrea Madotto, Heather Foran, Y-Lan Boureau:
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts. CoRR abs/2307.02768 (2023)
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Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar:
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model. CoRR abs/2309.16058 (2023)
2022
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Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park:
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. ACL (Findings) 2022: 3824-3846
[c42]
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Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong:
QAConv: Question Answering on Informative Conversations. ACL (1) 2022: 5389-5411
[c41]
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Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung:
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. DialDoc@ACL 2022: 93-107
[c40]
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Ziwei Ji, Yan Xu, I-Tsun Cheng, Samuel Cahyawijaya, Rita Frieske, Etsuko Ishii, Min Zeng, Andrea Madotto, Pascale Fung:
VScript: Controllable Script Generation with Visual Presentation. AACL/IJCNLP (System Demonstrations) 2022: 1-8
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Nayeon Lee, Yejin Bang, Tiezheng Yu, Andrea Madotto, Pascale Fung:
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias. NAACL-HLT 2022: 3131-3148
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Samuel Louvan, Andrea Madotto, Brielen Madureira:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-23-0 [contents]
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Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung:
Survey of Hallucination in Natural Language Generation. CoRR abs/2202.03629 (2022)
[i55]
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Ziwei Ji, Yan Xu, I-Tsun Cheng, Samuel Cahyawijaya, Rita Frieske, Etsuko Ishii, Min Zeng, Andrea Madotto, Pascale Fung:
VScript: Controllable Script Generation with Audio-Visual Presentation. CoRR abs/2203.00314 (2022)
[i54]
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Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park:
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. CoRR abs/2203.01552 (2022)
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Nayeon Lee, Yejin Bang, Tiezheng Yu, Andrea Madotto, Pascale Fung:
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias. CoRR abs/2204.04902 (2022)
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Yejin Bang, Nayeon Lee, Tiezheng Yu, Leila Khalatbari, Yan Xu, Dan Su, Elham J. Barezi, Andrea Madotto, Hayden Kee, Pascale Fung:
AiSocrates: Towards Answering Ethical Quandary Questions. CoRR abs/2205.05989 (2022)
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022)
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Yejin Bang, Tiezheng Yu, Andrea Madotto, Zhaojiang Lin, Mona T. Diab, Pascale Fung:
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values. CoRR abs/2210.07652 (2022)
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Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Alireza Dirafzoon, Aparajita Saraf, Amy Bearman, Babak Damavandi:
IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text. CoRR abs/2210.14395 (2022)
2021
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Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung:
CrossNER: Evaluating Cross-Domain Named Entity Recognition. AAAI 2021: 13452-13460
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Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, Pascale Fung:
On the Importance of Word Order Information in Cross-lingual Sequence Labeling. AAAI 2021: 13461-13469
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Zhaojiang Lin, Andrea Madotto, Yejin Bang, Pascale Fung:
The Adapter-Bot: All-In-One Controllable Conversational Model. AAAI 2021: 16081-16083
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Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Are Multilingual Models Effective in Code-Switching? CALCS@NAACL 2021: 142-153
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Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung:
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. DialDoc@ACL-IJCNLP 2021: 46-51
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Nouha Dziri, Andrea Madotto, Osmar Zaïane, Avishek Joey Bose:
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. EMNLP (1) 2021: 2197-2214
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Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Pascale Fung, Zhiguang Wang:
Continual Learning in Task-Oriented Dialogue Systems. EMNLP (1) 2021: 7452-7467
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Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Zhenpeng Zhou, Paul A. Crook, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung:
Zero-Shot Dialogue State Tracking via Cross-Task Transfer. EMNLP (1) 2021: 7890-7900
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Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung:
Towards Few-shot Fact-Checking via Perplexity. NAACL-HLT 2021: 1971-1981
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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. NAACL-HLT 2021: 5640-5648
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Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung:
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. NeurIPS Datasets and Benchmarks 2021
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Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung:
Preserving Cross-Linguality of Pre-trained Models via Continual Learning. RepL4NLP@ACL-IJCNLP 2021: 64-71
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Yejin Bang, Nayeon Lee, Etsuko Ishii, Andrea Madotto, Pascale Fung:
Assessing Political Prudence of Open-domain Chatbots. SIGDIAL 2021: 548-555
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Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung:
Towards Few-Shot Fact-Checking via Perplexity. CoRR abs/2103.09535 (2021)
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Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Are Multilingual Models Effective in Code-Switching? CoRR abs/2103.13309 (2021)
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Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung:
Mitigating Media Bias through Neutral Article Generation. CoRR abs/2104.00336 (2021)
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Nouha Dziri, Andrea Madotto, Osmar R. Zaïane, Avishek Joey Bose:
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. CoRR abs/2104.08455 (2021)
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Nayeon Lee, Andrea Madotto, Yejin Bang, Pascale Fung:
Dynamically Addressing Unseen Rumor via Continual Learning. CoRR abs/2104.08775 (2021)
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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 State Tracking. CoRR abs/2105.04222 (2021)
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Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung:
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. CoRR abs/2105.06232 (2021)
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Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong:
QAConv: Question Answering on Informative Conversations. CoRR abs/2105.06912 (2021)
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Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung:
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. CoRR abs/2106.02787 (2021)
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Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung:
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System. CoRR abs/2106.03530 (2021)
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Yejin Bang, Nayeon Lee, Etsuko Ishii, Andrea Madotto, Pascale Fung:
Assessing Political Prudence of Open-domain Chatbots. CoRR abs/2106.06157 (2021)
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Andrea Madotto:
Taming the Beast: Learning to Control Neural Conversational Models. CoRR abs/2108.10561 (2021)
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Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung:
Zero-Shot Dialogue State Tracking via Cross-Task Transfer. CoRR abs/2109.04655 (2021)
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Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu, Jason Yosinski, Pascale Fung:
Language Models are Few-shot Multilingual Learners. CoRR abs/2109.07684 (2021)
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Andrea Madotto, Zhaojiang Lin, Genta Indra Winata, Pascale Fung:
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems. CoRR abs/2110.08118 (2021)
2020
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Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning. EMNLP (Findings) 2020: 441-459
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Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. EMNLP (Findings) 2020: 2372-2394
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Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung:
Plug-and-Play Conversational Models. EMNLP (Findings) 2020: 2422-2433
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Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung:
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems. EMNLP (1) 2020: 3391-3405
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Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung:
Generating Empathetic Responses by Looking Ahead the User's Sentiment. ICASSP 2020: 7989-7993
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Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu:
Plug and Play Language Models: A Simple Approach to Controlled Text Generation. ICLR 2020
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Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gökhan Tür:
Exploration Based Language Learning for Text-Based Games. IJCAI 2020: 1488-1494
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Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung:
Learning Fast Adaptation on Cross-Accented Speech Recognition. INTERSPEECH 2020: 1276-1280
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Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung:
Getting To Know You: User Attribute Extraction from Dialogues. LREC 2020: 581-589
[i33]
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Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, Pascale Fung:
Attention over Parameters for Dialogue Systems. CoRR abs/2001.01871 (2020)
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Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gökhan Tür:
Exploration Based Language Learning for Text-Based Games. CoRR abs/2001.08868 (2020)
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Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung:
Learning Fast Adaptation on Cross-Accented Speech Recognition. CoRR abs/2003.01901 (2020)
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Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Yejin Bang, Etsuko Ishii, Pascale Fung:
XPersona: Evaluating Multilingual Personalized Chatbot. CoRR abs/2003.07568 (2020)
[i29]
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Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning. CoRR abs/2004.03829 (2020)
[i28]
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Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung:
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning. CoRR abs/2004.14218 (2020)
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Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung:
Misinformation Has High Perplexity. CoRR abs/2006.04666 (2020)
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Andrea Madotto, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems. CoRR abs/2008.06239 (2020)
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Andrea Madotto, Zhaojiang Lin, Yejin Bang, Pascale Fung:
The Adapter-Bot: All-In-One Controllable Conversational Model. CoRR abs/2008.12579 (2020)
[i24]
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Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung:
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems. CoRR abs/2009.12005 (2020)
[i23]
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Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. CoRR abs/2009.13656 (2020)
[i22]
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Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung:
Plug-and-Play Conversational Models. CoRR abs/2010.04344 (2020)
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Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung:
CrossNER: Evaluating Cross-Domain Named Entity Recognition. CoRR abs/2012.04373 (2020)
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Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang:
Continual Learning in Task-Oriented Dialogue Systems. CoRR abs/2012.15504 (2020)

2010 – 2019

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2019
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Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung:
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. ACL (1) 2019: 808-819
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Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Pascale Fung:
Personalizing Dialogue Agents via Meta-Learning. ACL (1) 2019: 5454-5459
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Nayeon Lee, Andrea Madotto, Pascale Fung:
Exploring Social Bias in Chatbots using Stereotype Knowledge. WNLP@ACL 2019: 177-180
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. CoNLL 2019: 271-280
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Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung:
MoEL: Mixture of Empathetic Listeners. EMNLP/IJCNLP (1) 2019: 121-132
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Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung:
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. EMNLP/IJCNLP (1) 2019: 1297-1303
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Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung:
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. EMNLP/IJCNLP (1) 2019: 3063-3073
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Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung:
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. SemEval@NAACL-HLT 2019: 142-147
[i19]
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Dian Yu, Chandra Khatri, Alexandros Papangelis, Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Adrien Ecoffet, Huaixiu Zheng, Piero Molino, Jeff Clune, Zhou Yu, Kenji Sagae, Gökhan Tür:
Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. ViGIL@NeurIPS 2019
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Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung:
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. CoRR abs/1905.08743 (2019)
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Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Personalizing Dialogue Agents via Meta-Learning. CoRR abs/1905.10033 (2019)
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Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung:
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. CoRR abs/1906.04041 (2019)
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Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung:
HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. CoRR abs/1906.08487 (2019)
[i14]
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Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung:
Getting To Know You: User Attribute Extraction from Dialogues. CoRR abs/1908.04621 (2019)
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Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung:
MoEL: Mixture of Empathetic Listeners. CoRR abs/1908.07687 (2019)
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Genta Indra Winata, Andrea Madotto, Jamin Shin, Elham J. Barezi, Pascale Fung:
On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression. CoRR abs/1908.09982 (2019)
[i11]
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Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung:
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. CoRR abs/1909.03582 (2019)
[i10]
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. CoRR abs/1909.08582 (2019)
[i9]
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Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung:
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. CoRR abs/1911.04081 (2019)
[i8]
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Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu:
Plug and Play Language Models: A Simple Approach to Controlled Text Generation. CoRR abs/1912.02164 (2019)
2018
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Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. ACL (1) 2018: 1468-1478
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. CodeSwitch@ACL 2018: 62-67
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Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung:
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. CodeSwitch@ACL 2018: 110-114
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Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, Pascale Fung:
End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog. ICASSP 2018: 6154-6158
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Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung:
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. WASSA@EMNLP 2018: 292-298
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Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. CoRR abs/1804.08217 (2018)
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Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung:
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. CoRR abs/1805.12061 (2018)
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. CoRR abs/1805.12070 (2018)
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Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung:
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. CoRR abs/1809.04505 (2018)
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. CoRR abs/1810.10254 (2018)
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Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung:
Towards End-to-end Automatic Code-Switching Speech Recognition. CoRR abs/1810.12620 (2018)
2017
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Andrea Madotto, Giuseppe Attardi:
Question Dependent Recurrent Entity Network for Question Answering. NL4AI@AI*IA 2017: 69-80
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Giuseppe Attardi, Antonio Carta, Federico Errica, Andrea Madotto, Ludovica Pannitto:
FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering. SemEval@ACL 2017: 299-304
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Andrea Madotto, Giuseppe Attardi:
Question Dependent Recurrent Entity Network for Question Answering. CoRR abs/1707.07922 (2017)
2015
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Andrea Chiancone, Alfredo Milani, Valentina Poggioni, Simonetta Pallottelli, Andrea Madotto, Valentina Franzoni:
A multistrain bacterial model for link prediction andrea chiancone. ICNC 2015: 1075-1079

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