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GenIE: Generative Information Extraction


Dec 15, 2021
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West


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Better than Average: Paired Evaluation of NLP Systems


Oct 20, 2021
Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West

* Published in ACL 2021 (long paper) 

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Invariant Language Modeling


Oct 16, 2021
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West


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Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?


May 19, 2021
Maxime Peyrard, Beatriz Borges, Kristina Gligorić, Robert West

* Published at IJCAI 2021 

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KLearn: Background Knowledge Inference from Summarization Data


Oct 13, 2020
Maxime Peyrard, Robert West

* Accepted at Findings of EMNLP 2020 

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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation


May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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A Ladder of Causal Distances


May 05, 2020
Maxime Peyrard, Robert West

* 13 pages, 8 figures 

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance


Sep 26, 2019
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger

* EMNLP19 Camera-Ready 

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Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations


Sep 12, 2018
Andreas Rücklé, Steffen Eger, Maxime Peyrard, Iryna Gurevych

* Experiments/plots added: Normalization + Figure 1 (dimensionality vs. performance) 

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Live Blog Corpus for Summarization


Feb 27, 2018
Avinesh P. V. S., Maxime Peyrard, Christian M. Meyer

* To appear in the Proceedings of LREC 2018 

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A Formal Definition of Importance for Summarization


Jan 26, 2018
Maxime Peyrard

* 9 pages, 1 figure 

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