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ORCIDGerasimos Spanakis
Jerry Spanakis
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- affiliation: Maastricht University, The Netherlands
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2020 – today
- 2024
[c54]Antoine Louis, Gijs van Dijck
, Gerasimos Spanakis:
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models. AAAI 2024: 22266-22275- [c53]Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych:
Triple-Encoders: Representations That Fire Together, Wire Together. ACL (1) 2024: 5317-5332 - [c52]Pawel Maka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis:
Sequence Shortening for Context-Aware Machine Translation. EACL (Findings) 2024: 1874-1894 - [c51]Rishabh Kaushal, Jacob van de Kerkhof, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi:
Automated Transparency: A Legal and Empirical Analysis of the Digital Services Act Transparency Database. FAccT 2024: 1121-1132 - [c50]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting. ICDEW 2024: 158-166 - [c49]Lucas-Andrei Thil, Mirela Popa, Gerasimos Spanakis:
Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning. SAC 2024: 866-874 - [c48]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Explaining Clustering of Ecological Momentary Assessment Data Through Temporal and Feature Attention. xAI (2) 2024: 75-99 - [i45]Pawel Maka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis:
Sequence Shortening for Context-Aware Machine Translation. CoRR abs/2402.01416 (2024) - [i44]Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych:
Triple-Encoders: Representations That Fire Together, Wire Together. CoRR abs/2402.12332 (2024) - [i43]Antoine Louis, Vageesh Saxena, Gijs van Dijck, Gerasimos Spanakis:
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval. CoRR abs/2402.15059 (2024) - [i42]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting. CoRR abs/2403.19442 (2024) - [i41]Rishabh Kaushal, Jacob van de Kerkhof, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi:
Automated Transparency: A Legal and Empirical Analysis of the Digital Services Act Transparency Database. CoRR abs/2404.02894 (2024) - [i40]Lucas-Andrei Thil, Mirela Popa, Gerasimos Spanakis:
Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning. CoRR abs/2405.00516 (2024) - [i39]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Explaining Clustering of Ecological Momentary Assessment Data Through Temporal and Feature Attention. CoRR abs/2405.04854 (2024) - [i38]Thales Bertaglia, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi:
Influencer Self-Disclosure Practices on Instagram: A Multi-Country Longitudinal Study. CoRR abs/2407.09202 (2024) - [i37]Haoyang Gui, Thales Bertaglia, Catalina Goanta, Sybe de Vries, Gerasimos Spanakis:
Across Platforms and Languages: Dutch Influencers and Legal Disclosures on Instagram, YouTube and TikTok. CoRR abs/2407.12451 (2024) - [i36]Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis:
Fixed and Adaptive Simultaneous Machine Translation Strategies Using Adapters. CoRR abs/2407.13469 (2024) - [i35]Antoine Louis, Gijs van Dijck, Gerasimos Spanakis:
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain. CoRR abs/2409.01357 (2024) - 2023
- [c47]Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis:
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning. ACL (Findings) 2023: 5152-5173 - [c46]Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis:
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets. ACL (1) 2023: 8619-8639 - [c45]Antoine Louis, Gijs van Dijck, Gerasimos Spanakis:
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks. EACL 2023: 2753-2768 - [c44]Vageesh Saxena, Benjamin Bashpole, Gijs van Dijck, Gerasimos Spanakis:
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements. EMNLP 2023: 8444-8464 - [c43]Catalina Goanta, Nikolaos Aletras, Ilias Chalkidis, Sofia Ranchordás, Gerasimos Spanakis:
Regulation and NLP (RegNLP): Taming Large Language Models. EMNLP 2023: 8712-8724 - [c42]Max Fuchs, Amit Jadhav, Advaith Jaishankar, Caroline Cauffman, Gerasimos Spanakis:
"What's wrong with this product?": Detection of product safety issues based on information consumers share online. ICAIL 2023: 397-401 - [c41]Fabio Barbero, Sander op den Camp, Kristian van Kuijk, Carlos Soto García-Delgado, Gerasimos Spanakis, Adriana Iamnitchi:
Multi-Modal Embeddings for Isolating Cross-Platform Coordinated Information Campaigns on Social Media. MISDOOM 2023: 14-28 - [c40]Gianluca Vico, Gerasimos Spanakis:
Larth: Dataset and Machine Translation for Etruscan. ALP@RANLP 2023: 39-48 - [c39]Thales Bertaglia, Stefan Huber, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi:
Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media. xAI (2) 2023: 198-213 - [e1]Giovanni Sileno, Jerry Spanakis, Gijs van Dijck:
Legal Knowledge and Information Systems - JURIX 2023: The Thirty-sixth Annual Conference, Maastricht, The Netherlands, 18-20 December 2023. Frontiers in Artificial Intelligence and Applications 379, IOS Press 2023, ISBN 978-1-64368-472-7 [contents] - [i34]Antoine Louis, Gijs van Dijck, Gerasimos Spanakis:
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks. CoRR abs/2301.12847 (2023) - [i33]Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis:
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets. CoRR abs/2305.02763 (2023) - [i32]Thales Bertaglia, Stefan Huber, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi:
Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media. CoRR abs/2306.05115 (2023) - [i31]Fabio Barbero, Sander op den Camp, Kristian van Kuijk, Carlos Soto García-Delgado, Gerasimos Spanakis, Adriana Iamnitchi:
Multi-Modal Embeddings for Isolating Cross-Platform Coordinated Information Campaigns on Social Media. CoRR abs/2309.12764 (2023) - [i30]Antoine Louis, Gijs van Dijck, Gerasimos Spanakis:
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models. CoRR abs/2309.17050 (2023) - [i29]Vageesh Saxena, Benjamin Bashpole, Gijs van Dijck, Gerasimos Spanakis:
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements. CoRR abs/2310.05484 (2023) - [i28]Catalina Goanta, Nikolaos Aletras, Ilias Chalkidis, Sofia Ranchordás, Gerasimos Spanakis:
Regulation and NLP (RegNLP): Taming Large Language Models. CoRR abs/2310.05553 (2023) - [i27]Gianluca Vico, Gerasimos Spanakis:
Larth: Dataset and Machine Translation for Etruscan. CoRR abs/2310.05688 (2023) - [i26]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Model-based Clustering of Individuals' Ecological Momentary Assessment Time-series Data for Improving Forecasting Performance. CoRR abs/2310.07491 (2023) - 2022
- [c38]Antoine Louis, Gerasimos Spanakis:
A Statutory Article Retrieval Dataset in French. ACL (1) 2022: 6789-6803 - [c37]Vladislav Kolev, Gerhard Weiss, Gerasimos Spanakis:
FOREAL: RoBERTa Model for Fake News Detection based on Emotions. ICAART (2) 2022: 429-440 - [c36]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment Data. IDA 2022: 199-211 - [c35]Bogdan Covrig, Enrique Barrueco Mikelarena, Constanta Rosca, Catalina Goanta, Gerasimos Spanakis, Apostolis Zarras:
Upside Down: Exploring the Ecosystem of Dark Web Data Markets. SEC 2022: 489-506 - [i25]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment Data. CoRR abs/2204.01689 (2022) - [i24]Justus-Jonas Erker, Gerasimos Spanakis, Stefan Schaffer:
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning. CoRR abs/2211.07591 (2022) - [i23]Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs:
Clustering individuals based on multivariate EMA time-series data. CoRR abs/2212.01159 (2022) - 2021
- [c34]Walter Simoncini, Gerasimos Spanakis:
SeqAttack: On Adversarial Attacks for Named Entity Recognition. EMNLP (Demos) 2021: 308-318 - [c33]Adam Vandor, Marie van Vollenhoven, Gerhard Weiss, Gerasimos Spanakis:
Can We Detect Harmony in Artistic Compositions? A Machine Learning Approach. ICAART (2) 2021: 187-195 - [i22]Blazej Dolicki, Gerasimos Spanakis:
Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer. CoRR abs/2105.05975 (2021) - [i21]Antoine Louis, Gerasimos Spanakis, Gijs van Dijck:
A Statutory Article Retrieval Dataset in French. CoRR abs/2108.11792 (2021) - 2020
- [c32]Thalea Schlender, Gerasimos Spanakis:
'Thy Algorithm Shalt Not Bear False Witness': An Evaluation of Multiclass Debiasing Methods on Word Embeddings. BNAIC/BENELEARN (Selected Papers) 2020: 141-156 - [c31]Maria Mihaela Trusca, Gerasimos Spanakis:
Hybrid Tiled Convolutional Neural Networks (HTCNN) Text Sentiment Classification. ICAART (2) 2020: 506-513 - [c30]Danni Liu, Gerasimos Spanakis, Jan Niehues:
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection. INTERSPEECH 2020: 3620-3624 - [c29]Danni Liu, Jan Niehues, Gerasimos Spanakis:
Adapting End-to-End Speech Recognition for Readable Subtitles. IWSLT 2020: 247-256 - [c28]Constanta Rosca, Bogdan Covrig, Catalina Goanta, Gijs van Dijck, Gerasimos Spanakis:
Return of the AI: An Analysis of Legal Research on Artificial Intelligence using Topic Modeling. NLLP@KDD 2020: 3-10 - [c27]Marion Meyers, Gerhard Weiss, Gerasimos Spanakis:
Fake News Detection on Twitter Using Propagation Structures. MISDOOM 2020: 138-158 - [i20]Maria Mihaela Trusca, Gerasimos Spanakis:
Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification. CoRR abs/2001.11857 (2020) - [i19]Danni Liu, Gerasimos Spanakis, Jan Niehues:
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection. CoRR abs/2005.11185 (2020) - [i18]Danni Liu, Jan Niehues, Gerasimos Spanakis:
Adapting End-to-End Speech Recognition for Readable Subtitles. CoRR abs/2005.12143 (2020) - [i17]Thalea Schlender, Gerasimos Spanakis:
"Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word Embeddings. CoRR abs/2010.16228 (2020) - [i16]Rodrigo Alejandro Chávez Mulsa, Gerasimos Spanakis:
Evaluating Bias In Dutch Word Embeddings. CoRR abs/2011.00244 (2020) - [i15]Adam Vandor, Marie van Vollenhoven, Gerhard Weiss, Gerasimos Spanakis:
Can we detect harmony in artistic compositions? A machine learning approach. CoRR abs/2012.05633 (2020)
2010 – 2019
- 2019
- [c26]Anik Jacobsen, Gerasimos Spanakis:
It's a Match! Reciprocal Recommender System for Graduating Students and Jobs. EDM 2019 - [c25]Matteo Maggiolo, Gerasimos Spanakis:
Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction. ESANN 2019 - [c24]Raffaele Piccini, Gerasimos Spanakis:
Exploring the Context of Recurrent Neural Network based Conversational Agents. ICAART (2) 2019: 347-356 - [c23]Wouter Leeftink, Gerasimos Spanakis:
Towards Controlled Transformation of Sentiment in Sentences. ICAART (2) 2019: 809-816 - [c22]Cedric Oeldorf, Gerasimos Spanakis:
LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks. ICMLA 2019: 462-468 - [c21]Tobias Bauer, Emre Devrim, Misha Glazunov, William Lopez Jaramillo, Balaganesh Mohan, Gerasimos Spanakis:
#MeTooMaastricht: Building a Chatbot to Assist Survivors of Sexual Harassment. PKDD/ECML Workshops (1) 2019: 503-521 - [i14]Raffaele Piccini, Gerasimos Spanakis:
Exploring the context of recurrent neural network based conversational agents. CoRR abs/1901.11462 (2019) - [i13]Wouter Leeftink, Gerasimos Spanakis:
Towards Controlled Transformation of Sentiment in Sentences. CoRR abs/1901.11467 (2019) - [i12]Matteo Maggiolo, Gerasimos Spanakis:
Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction. CoRR abs/1903.02540 (2019) - [i11]Tobias Bauer, Emre Devrim, Misha Glazunov, William Lopez Jaramillo, Balaganesh Mohan, Gerasimos Spanakis:
#MeTooMaastricht: Building a chatbot to assist survivors of sexual harassment. CoRR abs/1909.02809 (2019) - [i10]Cedric Oeldorf, Gerasimos Spanakis:
LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks. CoRR abs/1909.09974 (2019) - 2018
- [c20]Florian Krebs, Bruno Lubascher, Tobias Moers, Pieter Schaap, Gerasimos Spanakis:
Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. ICAART (2) 2018: 211-220 - [c19]Tobias Moers, Florian Krebs, Gerasimos Spanakis:
SEMTec: Social Emotion Mining Techniques for Analysis and Prediction of Facebook Post Reactions. ICAART (Revised Selected Papers) 2018: 361-382 - [c18]Ajkel Mino, Gerasimos Spanakis:
LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on Color. ICMLA 2018: 965-970 - [c17]Dominika Woszczyk, Gerasimos Spanakis:
MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 118-133 - [i9]Dominika Woszczyk, Gerasimos Spanakis:
MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities. CoRR abs/1810.07791 (2018) - [i8]Ajkel Mino, Gerasimos Spanakis:
LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color. CoRR abs/1810.10395 (2018) - 2017
- [j3]Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Lotte Lemmens, Anne Roefs:
Machine learning techniques in eating behavior e-coaching - Balancing between generalization and personalization. Pers. Ubiquitous Comput. 21(4): 645-659 (2017) - [c16]Joeri R. Hermans, Gerasimos Spanakis, Rico Möckel:
Accumulated Gradient Normalization. ACML 2017: 439-454 - [c15]Behdad Bakhshinategh, Gerasimos Spanakis, Osmar R. Zaïane, Samira ElAtia:
A Course Recommender System based on Graduating Attributes. CSEDU (1) 2017: 347-354 - [c14]Alexander Bartl, Gerasimos Spanakis:
A Retrieval-Based Dialogue System Utilizing Utterance and Context Embeddings. ICMLA 2017: 1120-1125 - [c13]Tom Rolandus Hagedoorn, Gerasimos Spanakis:
Massive Open Online Courses Temporal Profiling for Dropout Prediction. ICTAI 2017: 231-238 - [c12]Sankalp Prabhakar, Gerasimos Spanakis, Osmar R. Zaïane:
Reciprocal Recommender System for Learners in Massive Open Online Courses (MOOCs). ICWL 2017: 157-167 - [c11]Thomas Vrancken, Daniel Tenbrock, Sebastian Reick, Dejan Bozhinovski, Gerhard Weiss, Gerasimos Spanakis:
Multi-Agent Parking Place Simulation. PAAMS 2017: 272-283 - [c10]Simon Price, Wendy Hall, Graeme Earl, Thanassis Tiropanis, Ramine Tinati, Xin Wang, Eleonora Gandolfi, Jane Gatewood, Richard Boateng, David Denemark, Alexander Gröflin, Brian Loader, Maxine Schmidt, Marilyn Billings, Gerasimos Spanakis, Hussein Suleman, Kelvin Kam-fai Tsoi, Bridgette Wessels, Jie Xu, Mark H. Birkin:
Worldwide Universities Network (WUN) Web Observatory: Applying Lessons from the Web to Transform the Research Data Ecosystem. WWW (Companion Volume) 2017: 1665-1667 - [i7]Sankalp Prabhakar, Gerasimos Spanakis, Osmar R. Zaïane:
Reciprocal Recommender System for Learners in Massive Open Online Courses (MOOCs). CoRR abs/1707.00331 (2017) - [i6]Joeri Hermans, Gerasimos Spanakis, Rico Möckel:
Accumulated Gradient Normalization. CoRR abs/1710.02368 (2017) - [i5]Tom Rolandus Hagedoorn, Gerasimos Spanakis:
Massive Open Online Courses Temporal Profiling for Dropout Prediction. CoRR abs/1710.03323 (2017) - [i4]Alexander Bartl, Gerasimos Spanakis:
A retrieval-based dialogue system utilizing utterance and context embeddings. CoRR abs/1710.05780 (2017) - [i3]Florian Krebs, Bruno Lubascher, Tobias Moers, Pieter Schaap, Gerasimos Spanakis:
Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. CoRR abs/1712.03249 (2017) - 2016
- [c9]Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Vincent Kerkhofs, Anne Roefs:
Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior. CENTERIS/ProjMAN/HCist 2016: 782-789 - [c8]Gerasimos Spanakis, Gerhard Weiss, Anne Roefs:
Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. ECAI 2016: 1612-1613 - [c7]Daniel Brüggermann, Yannik Hermey, Carsten Orth, Darius Schneider, Stefan Selzer, Gerasimos Spanakis:
Towards a Topic Discovery and Tracking System with Application to News Items. FETLT 2016: 183-197 - [c6]Gerasimos Spanakis, Gerhard Weiss:
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization. ICAART (2) 2016: 129-140 - [c5]Gerasimos Spanakis, Gerhard Weiss:
Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM). ICAART (Revised Selected Papers) 2016: 189-211 - [c4]Gerasimos Spanakis, Gerhard Weiss, Anne Roefs:
Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting. ICTAI 2016: 388-395 - [i2]Gerasimos Spanakis, Gerhard Weiss:
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization. CoRR abs/1605.06047 (2016) - [i1]Gerasimos Spanakis, Gerhard Weiss, Anne Roefs:
Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. CoRR abs/1607.01582 (2016) - 2015
- [c3]Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Anne Roefs:
Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior. ICSH 2015: 43-54 - 2012
- [b1]Gerasimos Spanakis:
Ευφυείς τεχνικές σημασιολογικής ανάλυσης και αναζήτησης κειμένου. National Technical University of Athens, Greece, 2012 - [j2]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering of Documents. Comput. J. 55(3): 299-312 (2012) - [j1]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
DoSO: a document self-organizer. J. Intell. Inf. Syst. 39(3): 577-610 (2012) - 2010
- [c2]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
Conceptual Hierarchical Clustering of Documents using Wikipedia knowledge. ISCIS 2010: 121-126
2000 – 2009
- 2009
- [c1]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
A Hybrid Web-Based Measure for Computing Semantic Relatedness Between Words. ICTAI 2009: 441-448
Coauthor Index
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