| 2026 | CHI | iRULER: Intelligible Rubric-Based User-Defined LLM Evaluation for Revision. | Jingwen Bai, Wei Soon Cheong, Philippe Muller, Brian Y. Lim |
| 2026 | SIGdial | SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2025 | IJCNLP | Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2024 | COLING | DISRPT: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing. | Chlo Braud, Amir Zeldes, Laura Rivire, Yang Janet Liu, Philippe Muller, Damien Sileo, Tatsuya Aoyama |
| 2024 | COLING | Zero-shot Learning for Multilingual Discourse Relation Classification. | Eleni Metheniti, Philippe Muller, Chlo Braud, Margarita Hernndez Casas |
| 2024 | EMNLP | In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. | Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen |
| 2023 | ACL | An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure. | Nicolas Devatine, Philippe Muller, Chlo Braud |
| 2023 | IJCAI | Leveraging Argumentation for Generating Robust Sample-based Explanations. | Leila Amgoud, Philippe Muller, Henri Trenquier |
| 2022 | LREC | A Pragmatics-Centered Evaluation Framework for Natural Language Understanding. | Damien Sileo, Philippe Muller, Tim Van de Cruys, Camille Pradel |
| 2021 | EMNLP | Weakly supervised discourse segmentation for multiparty oral conversations. | Lila Gravellier, Julie Hunter, Philippe Muller, Thomas Pellegrini, Isabelle Ferran |
| 2020 | LREC | DiscSense: Automated Semantic Analysis of Discourse Markers. | Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller |
| 2019 | NAACL | Mining Discourse Markers for Unsupervised Sentence Representation Learning. | Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller |
| 2019 | SIGdial | Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification. | Charlotte Roze, Chlo Braud, Philippe Muller |
| 2017 | EMNLP | How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT. | Mathieu Morey, Philippe Muller, Nicholas Asher |
| 2016 | COLING | A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet. | Shafqat Mumtaz Virk, Philippe Muller, Juliette Conrath |
| 2016 | LREC | Corpus Annotation within the French FrameNet: a Domain-by-domain Methodology. | Marianne Djemaa, Marie Candito, Philippe Muller, Laure Vieu |
| 2016 | LREC | A General Framework for the Annotation of Causality Based on FrameNet. | Laure Vieu, Philippe Muller, Marie Candito, Marianne Djemaa |
| 2014 | ACL | Predicting the relevance of distributional semantic similarity with contextual information. | Philippe Muller, Ccile Fabre, Clmentine Adam |
| 2014 | COLING | Unsupervised extraction of semantic relations using discourse cues. | Juliette Conrath, Stergos D. Afantenos, Nicholas Asher, Philippe Muller |
| 2014 | LREC | Developing a French FrameNet: Methodology and First results. | Marie Candito, Pascal Amsili, Lucie Barque, Farah Benamara, Gal de Chalendar, Marianne Djemaa, Pauline Haas, Richard Huyghe, Yvette Yannick Mathieu, Philippe Muller, Benot Sagot, Laure Vieu |
| 2013 | SIGdial | Expressivity and comparison of models of discourse structure. | Antoine Venant, Nicholas Asher, Philippe Muller, Pascal Denis, Stergos D. Afantenos |
| 2012 | COLING | Constrained Decoding for Text-Level Discourse Parsing. | Philippe Muller, Stergos D. Afantenos, Pascal Denis, Nicholas Asher |
| 2012 | LREC | An empirical resource for discovering cognitive principles of discourse organisation: the ANNODIS corpus. | Stergos D. Afantenos, Nicholas Asher, Farah Benamara, Myriam Bras, Ccile Fabre, Mai Ho-Dac, Anne Le Draoulec, Philippe Muller, Marie-Paule Pry-Woodley, Laurent Prvot, Josette Rebeyrolle, Ludovic Tanguy, Marianne Vergez-Couret, Laure Vieu |
| 2011 | AI | Comparing Distributional and Mirror Translation Similarities for Extracting Synonyms. | Philippe Muller, Philippe Langlais |
| 2011 | IJCAI | Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition. | Pascal Denis, Philippe Muller |
| 2010 | COLING | Comparison of different algebras for inducing the temporal structure of texts. | Pascal Denis, Philippe Muller |
| 2010 | LREC | Learning Recursive Segments for Discourse Parsing. | Stergos D. Afantenos, Pascal Denis, Philippe Muller, Laurence Danlos |
| 2008 | LREC | Evaluation Metrics for Automatic Temporal Annotation of Texts. | Xavier Tannier, Philippe Muller |
| 2005 | TIME | Using Inference for Evaluating Models of Temporal Discourse. | Philippe Muller, Axel Reymonet |
| 2004 | COLING | Word Sense Disambiguation using a dictionary for sense similarity measure. | Bruno Gaume, Nabil Hathout, Philippe Muller |
| 2004 | COLING | Annotating and measuring temporal relations in texts. | Philippe Muller, Xavier Tannier |
| 2001 | UAI | Plausible reasoning from spatial observations. | Jrme Lang, Philippe Muller |
| 1998 | KR | A Qualitative Theory of Motion Based on Spatio-Temporal Primitives. | Philippe Muller |