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André F. T. Martins
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CREST: A Joint Framework for Rationalization and Counterfactual Text Generation


May 26, 2023
Marcos Treviso, Alexis Ross, Nuno M. Guerreiro, André F. T. Martins

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* Accepted at ACL 2023 (main) 
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Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages


May 26, 2023
Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze

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* ACL 2023 
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mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models


May 23, 2023
Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze

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The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics


May 19, 2023
Ricardo Rei, Nuno M. Guerreiro, Marcos Treviso, Luisa Coheur, Alon Lavie, André F. T. Martins

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* Accepted at ACL 2023 
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Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation


May 01, 2023
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins

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* Work in Progress 
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Hallucinations in Large Multilingual Translation Models


Mar 28, 2023
Nuno M. Guerreiro, Duarte Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins

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Discrete Latent Structure in Neural Networks


Jan 18, 2023
Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins

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Asking Clarification Questions for Code Generation in General-Purpose Programming Language


Dec 19, 2022
Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych

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* 8 pages (excluding Limitations and Ethics Concerns), 4 figures, 7 tables 
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Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation


Dec 19, 2022
Nuno M. Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins

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