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Maxime Peyrard

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

14

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIInteractive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks.Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Mario Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos
2026ACLWhat Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search.Xinhao Zhang, Xi Chen, Franois Portet, Maxime Peyrard
2026EACLWhat Matters to an LLM? Behavioral and Computational Evidences from Summarization.Yongxin Zhou, Changshun Wu, Philippe Mulhem, Didier Schwab, Maxime Peyrard
2026LRECPantagruel: Unified Self-Supervised Encoders for French Text and Speech.Phuong-Hang Le, Valentin Pelloin, Arnault Chatelain, Maryem Bouziane, Mohammed Ghennai, Qianwen Guan, Kirill Milintsevich, Salima Mdhaffar, Aidan Mannion, Nils Defauw, Shuyue Gu, Alexandre Daniel Audibert, Marco Dinarelli, Yannick Estve, Lorraine Goeuriot, Steffen Lalande, Nicolas Herv, Maximin Coavoux, Franois Portet, tienne Ollion, Marie Candito, Maxime Peyrard, Solange Rossato, Benjamin Lecouteux, Aurlie Nardy, Gilles Srasset, Vincent Segonne, Solne Evain, Diandra Fabre, Didier Schwab
2025EMNLPDate Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning.Gagan Bhatia, Maxime Peyrard, Wei Zhao
2025ICLREverything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable?Maxime Mloux, Silviu Maniu, Franois Portet, Maxime Peyrard
2024ACLA Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia.Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
2024EACLREFINER: Reasoning Feedback on Intermediate Representations.Debjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges, Antoine Bosselut, Robert West, Boi Faltings
2024WSDMFly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling.Marija Sakota, Maxime Peyrard, Robert West
2023EACLLanguage Model Decoding as Likelihood-Utility Alignment.Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
2023EMNLPGrammar-Constrained Decoding for Structured NLP Tasks without Finetuning.Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West
2023EMNLPExploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction.Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
2023IJCNLPThe Glass Ceiling of Automatic Evaluation in Natural Language Generation.Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
2023WWWDescartes: Generating Short Descriptions of Wikipedia Articles.Marija Sakota, Maxime Peyrard, Robert West
2022ECCVPredicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning.Damien Teney, Maxime Peyrard, Ehsan Abbasnejad
2022EMNLPInvariant Language Modeling.Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West
2022ICWSMOn the Context-Free Ambiguity of Emoji.Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grtter, Anita Auer, Aris Xanthos, Robert West
2022NAACLGenIE: Generative Information Extraction.Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West
2021ACLBetter than Average: Paired Evaluation of NLP systems.Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West
2021IJCAIA Ladder of Causal Distances.Maxime Peyrard, Robert West
2021IJCAILaughing Heads: Can Transformers Detect What Makes a Sentence Funny?Maxime Peyrard, Beatriz Borges, Kristina Gligoric, Robert West
2021ICWSMSudden Attention Shifts on Wikipedia During the COVID-19 Crisis.Manoel Horta Ribeiro, Kristina Gligoric, Maxime Peyrard, Florian Lemmerich, Markus Strohmaier, Robert West
2020ACLOn the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation.Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger
2020EMNLPKLearn: Background Knowledge Inference from Summarization Data.Maxime Peyrard, Robert West
2019ACLA Simple Theoretical Model of Importance for Summarization.Maxime Peyrard
2019ACLStudying Summarization Evaluation Metrics in the Appropriate Scoring Range.Maxime Peyrard
2019EMNLPMoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance.Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger
2018LRECLive Blog Corpus for Summarization.Avinesh P. V. S., Maxime Peyrard, Christian M. Meyer
2018NAACLObjective Function Learning to Match Human Judgements for Optimization-Based Summarization.Maxime Peyrard, Iryna Gurevych
2017ACLSupervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization.Maxime Peyrard, Judith Eckle-Kohler
2017ACLA Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments.Maxime Peyrard, Judith Eckle-Kohler
2017EACLLSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test.Michael Bugert, Yevgeniy Puzikov, Andreas Rckl, Judith Eckle-Kohler, Teresa Martin, Eugenio Martnez-Cmara, Daniil Sorokin, Maxime Peyrard, Iryna Gurevych
2017EMNLPLearning to Score System Summaries for Better Content Selection Evaluation.Maxime Peyrard, Teresa Botschen, Iryna Gurevych
2016ACLOptimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization.Maxime Peyrard, Judith Eckle-Kohler
2016COLINGA General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence.Maxime Peyrard, Judith Eckle-Kohler
2016COLINGThe Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach.Markus Zopf, Maxime Peyrard, Judith Eckle-Kohler