Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation von Fernandes, Patrick, Madaan, Aman, Liu, Emmy, Farinhas, António, Martins, Pedro Henrique, Bertsch, Amanda, de Souza, José G. C., Zhou, Shuyan, Wu, Tongshuang, Neubig, Graham, Martins, André F. T.

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Frame-Semantic Parsing von Das, Dipanjan, Chen, Desai, Martins, André F. T., Schneider, Nathan, Smith, Noah A.

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Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions? von Agrawal, Sweta, Farajian, Amin, Fernandes, Patrick, Rei, Ricardo, Martins, André F. T.

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Hallucinations in Large Multilingual Translation Models von Guerreiro, Nuno M., Alves, Duarte M., Waldendorf, Jonas, Haddow, Barry, Birch, Alexandra, Colombo, Pierre, Martins, André F. T.

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Efficient Methods for Natural Language Processing: A Survey von Treviso, Marcos, Lee, Ji-Ung, Ji, Tianchu, Aken, Betty van, Cao, Qingqing, Ciosici, Manuel R., Hassid, Michael, Heafield, Kenneth, Hooker, Sara, Raffel, Colin, Martins, Pedro H., Martins, André F. T., Forde, Jessica Zosa, Milder, Peter, Simpson, Edwin, Slonim, Noam, Dodge, Jesse, Strubell, Emma, Balasubramanian, Niranjan, Derczynski, Leon, Gurevych, Iryna, Schwartz, Roy

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Conformalizing Machine Translation Evaluation von Zerva, Chrysoula, Martins, André F. T.

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Conformal Prediction for Natural Language Processing: A Survey von Campos, Margarida, Farinhas, António, Zerva, Chrysoula, Figueiredo, Mário A. T., Martins, André F. T.

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xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection von Nuno M. Guerreiro, Ricardo Rei, Daan van Stigt, Luisa Coheur, Pierre Colombo, André F. T. Martins

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Pushing the Limits of Translation Quality Estimation von Martins, André F. T., Junczys-Dowmunt, Marcin, Kepler, Fabio N., Astudillo, Ramón, Hokamp, Chris, Grundkiewicz, Roman

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Combining information theoretic kernels with generative embeddings for classification von Bicego, Manuele, Ulaş, Aydın, Castellani, Umberto, Perina, Alessandro, Murino, Vittorio, Martins, André F.T., Aguiar, Pedro M.Q., Figueiredo, Mário A.T.

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Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models von Martins, André F. T., Bicego, Manuele, Murino, Vittorio, Aguiar, Pedro M. Q., Figueiredo, Mário A. T.

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Uncertainty-Aware Machine Translation Evaluation von Glushkova, Taisiya, Zerva, Chrysoula, Rei, Ricardo, Martins, André F T

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Sparse and Structured Hopfield Networks von Santos, Saul, Niculae, Vlad, McNamee, Daniel, Martins, Andre F. T

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Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages von Imani, Ayyoob, Lin, Peiqin, Amir Hossein Kargaran, Severini, Silvia, Masoud Jalili Sabet, Kassner, Nora, Ma, Chunlan, Schmid, Helmut, Martins, André F T, Yvon, François, Schütze, Hinrich

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x comet : Transparent Machine Translation Evaluation through Fine-grained Error Detection von Guerreiro, Nuno M., Rei, Ricardo, Stigt, Daan van, Coheur, Luisa, Colombo, Pierre, Martins, André F. T.

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SaulLM-7B: A pioneering Large Language Model for Law von Colombo, Pierre, Pires, Telmo Pessoa, Boudiaf, Malik, Culver, Dominic, Melo, Rui, Corro, Caio, Martins, Andre F. T, Esposito, Fabrizio, Raposo, Vera Lúcia, Morgado, Sofia, Desa, Michael

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Sparse and Structured Hopfield Networks von Santos, Saul, Niculae, Vlad, McNamee, Daniel, Martins, Andre F T

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Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation von Singh, Shivalika, Romanou, Angelika, Fourrier, Clémentine, Adelani, David I, Ngui, Jian Gang, Vila-Suero, Daniel, Limkonchotiwat, Peerat, Marchisio, Kelly, Leong, Wei Qi, Susanto, Yosephine, Ng, Raymond, Longpre, Shayne, Ko, Wei-Yin, Smith, Madeline, Bosselut, Antoine, Oh, Alice, Martins, Andre F. T, Choshen, Leshem, Ippolito, Daphne, Ferrante, Enzo, Fadaee, Marzieh, Ermis, Beyza, Hooker, Sara

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Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication von Martins, André F. T

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SaulLM-7B: A pioneering Large Language Model for Law von Colombo, Pierre, Telmo Pessoa Pires, Boudiaf, Malik, Culver, Dominic, Melo, Rui, Corro, Caio, Martins, Andre F T, Esposito, Fabrizio, Raposo, Vera Lúcia, Morgado, Sofia, Desa, Michael

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