Research output per year
Research output per year
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Dive into the research topics where Jonathan Berant is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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ALTA: Compiler-Based Analysis of Transformers
Shaw, P., Cohan, J., Eisenstein, J., Lee, K., Berant, J. & Toutanova, K., 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
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Dolomites: Domain-Specific Long-Form Methodical Tasks
Malaviya, C., Agrawal, P., Ganchev, K., Srinivasan, P., Huot, F., Berant, J., Yatskar, M., Das, D., Lapata, M. & Alberti, C., 7 Jan 2025, In: Transactions of the Association for Computational Linguistics. 13, p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
In-Context Learning with Long-Context Models: An In-Depth Exploration
Bertsch, A., Ivgi, M., Xiao, E., Alon, U., Berant, J., Gormley, M. R. & Neubig, G., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 12119-12149 31 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
InfAlign: Inference-aware language model alignment
Balashankar, A., Sun, Z., Berant, J., Eisenstein, J., Collins, M., Hutter, A., Lee, J., Nagpal, C., Prost, F., Sinha, A., Suresh, A. T. & Beirami, A., 2025, In: Proceedings of Machine Learning Research. 267, p. 2646-2672 27 p.Research output: Contribution to journal › Conference article › peer-review
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Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract)
Amos, I., Berant, J. & Gupta, A., 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). p. 10846-10851 6 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access