Publications

Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour (2022). Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

Niccolò Campolungo, Tommaso Pasini, Denis Emelin, Roberto Navigli (2022). Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information. Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).

The BIG Bench Collective (2022). Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. arXiv.

Denis Emelin, Rico Sennrich (2021). Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

Denis Emelin, Ronan Le Bras, Jena D. Hwang, Maxwell Forbes, Yejin Choi (2020). Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences. Arxiv pre-print.

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Denis Emelin, Ivan Titov, Rico Sennrich (2020). Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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Denis Emelin, Ivan Titov, Rico Sennrich (2019). Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts. Proceedings of the Fourth Conference on Machine Translation (WMT).

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Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, Kenneth Heafield, Antonio Valerio Miceli Barone, Rico Sennrich (2018). The University of Edinburgh's Submissions to the WMT18 News Translation Task. Proceedings of the Fourth Conference on Machine Translation (WMT).