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Dive into the research topics where Danqi Chen 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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Building Next-Generation Language Models based on Retrieval
Chen, D. (PI)
NSF - National Science Foundation
2/15/23 → 1/31/28
Project: Research project
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WORKSHOP: Doctoral consortium at Student Research Workshop at the North American Chapter of the Association for Computational Linguistics
Chen, D. (PI)
NSF - National Science Foundation
7/1/22 → 6/30/23
Project: Research project
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CATASTROPHIC JAILBREAK OF OPEN-SOURCE LLMS VIA EXPLOITING GENERATION
Huang, Y., Gupta, S., Xia, M., Li, K. & Chen, D., 2024.Research output: Contribution to conference › Paper › peer-review
4 Scopus citations -
DETECTING PRETRAINING DATA FROM LARGE LANGUAGE MODELS
Shi, W., Ajith, A., Xia, M., Huang, Y., Liu, D., Blevins, T., Chen, D. & Zettlemoyer, L., 2024.Research output: Contribution to conference › Paper › peer-review
5 Scopus citations -
EVALUATING LARGE LANGUAGE MODELS AT EVALUATING INSTRUCTION FOLLOWING
Zeng, Z., Yu, J., Gao, T., Meng, Y., Goyal, T. & Chen, D., 2024.Research output: Contribution to conference › Paper › peer-review
9 Scopus citations -
SHEARED LLAMA: ACCELERATING LANGUAGE MODEL PRE-TRAINING VIA STRUCTURED PRUNING
Xia, M., Gao, T., Zeng, Z. & Chen, D., 2024.Research output: Contribution to conference › Paper › peer-review
11 Scopus citations -
Adapting Language Models to Compress Contexts
Chevalier, A., Wettig, A., Ajith, A. & Chen, D., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 3829-3846 18 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations