| MoverScore: Text generation evaluating with contextualized embeddings and earth mover distance W Zhao, M Peyrard, F Liu, Y Gao, CM Meyer, S Eger arXiv preprint arXiv:1909.02622, 2019 | 620 | 2019 |
| Concatenated -mean Word Embeddings as Universal Cross-Lingual Sentence Representations A Rücklé, S Eger, M Peyrard, I Gurevych arXiv preprint arXiv:1803.01400, 2018 | 135 | 2018 |
| Refiner: Reasoning feedback on intermediate representations D Paul, M Ismayilzada, M Peyrard, B Borges, A Bosselut, R West, ... arXiv preprint arXiv:2304.01904, 2023 | 120 | 2023 |
| Learning to Score System Summaries for Better Content Selection Evaluation. M Peyrard, T Botschen, I Gurevych Proceedings of the Workshop on New Frontiers in Summarization, 74-84, 2017 | 111 | 2017 |
| A simple theoretical model of importance for summarization M Peyrard arXiv preprint arXiv:1801.08991, 2018 | 95 | 2018 |
| Exploiting asymmetry for synthetic training data generation: Synthie and the case of information extraction M Josifoski, M Sakota, M Peyrard, R West arXiv preprint arXiv:2303.04132, 2023 | 74 | 2023 |
| Studying summarization evaluation metrics in the appropriate scoring range M Peyrard Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 64 | 2019 |
| GenIE: Generative information extraction M Josifoski, N De Cao, M Peyrard, F Petroni, R West arXiv preprint arXiv:2112.08340, 2021 | 63 | 2021 |
| On the limitations of cross-lingual encoders as exposed by reference-free machine translation evaluation W Zhao, G Glavaš, M Peyrard, Y Gao, R West, S Eger arXiv preprint arXiv:2005.01196, 2020 | 62 | 2020 |
| On the context-free ambiguity of emoji J Częstochowska, K Gligorić, M Peyrard, Y Mentha, M Bień, A Grütter, ... Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022 | 45 | 2022 |
| Flexible grammar-based constrained decoding for language models S Geng, M Josifosky, M Peyrard, R West arXiv preprint arXiv:2305.13971, 2023 | 39* | 2023 |
| A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence M Peyrard, J Eckle-Kohler Proceedings of the 26th International Conference on Computational …, 2016 | 36 | 2016 |
| Sudden attention shifts on wikipedia during the covid-19 crisis MH Ribeiro, K Gligorić, M Peyrard, F Lemmerich, M Strohmaier, R West Proceedings of the International AAAI Conference on Web and Social Media 15 …, 2021 | 33* | 2021 |
| The next step for multi-document summarization: A heterogeneous multi-genre corpus built with a novel construction approach M Zopf, M Peyrard, J Eckle-Kohler Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 31 | 2016 |
| Fly-swat or cannon? cost-effective language model choice via meta-modeling M Šakota, M Peyrard, R West Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | 30 | 2024 |
| Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization M Peyrard, J Eckle-Kohler Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 30 | 2017 |
| Optimizing an approximation of rouge-a problem-reduction approach to extractive multi-document summarization M Peyrard, J Eckle-Kohler Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 28 | 2016 |
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning D Teney, M Peyrard, E Abbasnejad European Conference on Computer Vision, 458-476, 2022 | 27 | 2022 |
| Better than average: Paired evaluation of NLP systems M Peyrard, W Zhao, S Eger, R West arXiv preprint arXiv:2110.10746, 2021 | 25 | 2021 |
| Objective Function Learning to Match Human Judgements for Optimization-Based Summarization M Peyrard, I Gurevych Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 24 | 2018 |
Robert WestEPFLVerified email at epfl.ch