Maxime Peyrard

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 60

Top Venues

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, Robert West
Evaluating Language Model Agency through Negotiations. CoRR (2024)
Marija Sakota, Maxime Peyrard, Robert West
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling. WSDM (2024)
Debjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges, Antoine Bosselut, Robert West, Boi Faltings
REFINER: Reasoning Feedback on Intermediate Representations. EACL (1) (2024)
Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. ACL (1) (2024)
Maxime Peyrard, Martin Josifoski, Robert West
The Era of Semantic Decoding. CoRR (2024)
Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
Symbolic Autoencoding for Self-Supervised Sequence Learning. CoRR (2024)
Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning. EMNLP (2023)
Debjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges, Antoine Bosselut, Robert West, Boi Faltings
REFINER: Reasoning Feedback on Intermediate Representations. CoRR (2023)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
Language Model Decoding as Likelihood-Utility Alignment. EACL (Findings) (2023)
Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
The Glass Ceiling of Automatic Evaluation in Natural Language Generation. IJCNLP (Findings) (2023)
Marija Sakota, Maxime Peyrard, Robert West
Descartes: Generating Short Descriptions of Wikipedia Articles. WWW (2023)
Marija Sakota, Maxime Peyrard, Robert West
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling. CoRR (2023)
Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. EMNLP (2023)
Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. CoRR (2023)
Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. CoRR (2023)
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
Distribution Inference Risks: Identifying and Mitigating Sources of Leakage. SaTML (2023)
Martin Josifoski, Lars Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West
Flows: Building Blocks of Reasoning and Collaborating AI. CoRR (2023)
Saibo Geng, Martin Josifosky, Maxime Peyrard, Robert West
Flexible Grammar-Based Constrained Decoding for Language Models. CoRR (2023)
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
Distribution inference risks: Identifying and mitigating sources of leakage. CoRR (2022)
Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
The Glass Ceiling of Automatic Evaluation in Natural Language Generation. CoRR (2022)
Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grütter, Anita Auer, Aris Xanthos, Robert West
On the Context-Free Ambiguity of Emoji. ICWSM (2022)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West
Language Model Decoding as Likelihood-Utility Alignment. CoRR (2022)
Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grutter, Anita Auer, Aris Xanthos, Robert West
On the Context-Free Ambiguity of Emoji: A Data-Driven Study of 1, 289 Emojis. CoRR (2022)
Damien Teney, Maxime Peyrard, Ehsan Abbasnejad
Predicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning. ECCV (23) (2022)
Damien Teney, Maxime Peyrard, Ehsan Abbasnejad
Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning. CoRR (2022)
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West
GenIE: Generative Information Extraction. NAACL-HLT (2022)
Marija Sakota, Maxime Peyrard, Robert West
Descartes: Generating Short Descriptions of Wikipedia Articles. CoRR (2022)
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West
Invariant Language Modeling. EMNLP (2022)
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West
GenIE: Generative Information Extraction. CoRR (2021)
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West
Invariant Language Modeling. CoRR (2021)
Maxime Peyrard, Beatriz Borges, Kristina Gligoric, Robert West
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny? IJCAI (2021)
Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West
Better than Average: Paired Evaluation of NLP Systems. CoRR (2021)
P. V. S. Avinesh, Maxime Peyrard, Christian M. Meyer
Live blog summarization. Lang. Resour. Evaluation 55 (1) (2021)
Maxime Peyrard, Beatriz Borges, Kristina Gligoric, Robert West
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny? CoRR (2021)
Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West
Better than Average: Paired Evaluation of NLP systems. ACL/IJCNLP (1) (2021)
Maxime Peyrard, Robert West
A Ladder of Causal Distances. IJCAI (2021)
Manoel Horta Ribeiro, Kristina Gligoric, Maxime Peyrard, Florian Lemmerich, Markus Strohmaier, Robert West
Sudden Attention Shifts on Wikipedia During the COVID-19 Crisis. ICWSM (2021)
Maxime Peyrard, Robert West
KLearn: Background Knowledge Inference from Summarization Data. CoRR (2020)
Maxime Peyrard, Robert West
KLearn: Background Knowledge Inference from Summarization Data. EMNLP (Findings) (2020)
Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation. CoRR (2020)
Manoel Horta Ribeiro, Kristina Gligoric, Maxime Peyrard, Florian Lemmerich, Markus Strohmaier, Robert West
Sudden Attention Shifts on Wikipedia Following COVID-19 Mobility Restrictions. CoRR (2020)
Kristina Gligoric, Manoel Horta Ribeiro, Martin Müller, Olesia Altunina, Maxime Peyrard, Marcel Salathé, Giovanni Colavizza, Robert West
Experts and authorities receive disproportionate attention on Twitter during the COVID-19 crisis. CoRR (2020)
Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation. ACL (2020)
Maxime Peyrard, Robert West
A Ladder of Causal Distances. CoRR (2020)
Maxime Peyrard
A Simple Theoretical Model of Importance for Summarization. ACL (1) (2019)
Maxime Peyrard
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range. ACL (1) (2019)
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance. EMNLP/IJCNLP (1) (2019)
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance. CoRR (2019)
Avinesh P. V. S., Maxime Peyrard, Christian M. Meyer
Live Blog Corpus for Summarization. LREC (2018)
Andreas Rücklé, Steffen Eger, Maxime Peyrard, Iryna Gurevych
Concatenated p-mean Word Embeddings as Universal Cross-Lingual Sentence Representations. CoRR (2018)
Maxime Peyrard
A Formal Definition of Importance for Summarization. CoRR (2018)
Avinesh P. V. S., Maxime Peyrard, Christian M. Meyer
Live Blog Corpus for Summarization. CoRR (2018)
Maxime Peyrard, Iryna Gurevych
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization. NAACL-HLT (2) (2018)
Maxime Peyrard, Judith Eckle-Kohler
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization. ACL (1) (2017)
Michael Bugert, Yevgeniy Puzikov, Andreas Rücklé, Judith Eckle-Kohler, Teresa Martin, Eugenio Martínez-Cámara, Daniil Sorokin, Maxime Peyrard, Iryna Gurevych
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test. LSDSem@EACL (2017)
Maxime Peyrard, Judith Eckle-Kohler
A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments. ACL (2) (2017)
Maxime Peyrard, Teresa Botschen, Iryna Gurevych
Learning to Score System Summaries for Better Content Selection Evaluation. NFiS@EMNLP (2017)
Maxime Peyrard, Judith Eckle-Kohler
A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence. COLING (2016)
Markus Zopf, Maxime Peyrard, Judith Eckle-Kohler
The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach. COLING (2016)
Maxime Peyrard, Judith Eckle-Kohler
Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization. ACL (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maxime Peyrard