ServiceNow Research

Dzmitry Bahdanau

Publications

Evaluating In-Context Learning of Libraries for Code Generation. North American Chapter of the Association for Computational Linguistics (NAACL),  2024.

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SantaCoder: don't reach for the stars!. Workshop at the International Conference on Learning Representations (ICLR),  2023.

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In-Context Learning for Text Classification with Many Labels. Workshop at the Conference on Empirical Methods in Natural Language Processing (EMNLP),  2022.

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Compositional Generalization in Dependency Parsing. Annual Meeting of the Association for Computational Linguistics (ACL),  2022.

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LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing. Annual Meeting of the Association for Computational Linguistics (ACL),  2022.

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Systematic Generalization with Edge Transformers. Conference on Neural Information Processing Systems (NeurIPS),  2021.

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DuoRAT: Towards Simpler Text-to-SQL Models. North American Chapter of the Association for Computational Linguistics (NAACL),  2021.

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