Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 5 Gender Equality -
SDG 13 Climate Action
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Dive into the research topics where Roy Schwartz 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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Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
Du, Y., Tian, M., Ronanki, S., Rongali, S., Bodapati, S., Galstyan, A., Wells, A., Schwartz, R., Huerta, E. A. & Peng, H., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 23281-23298 18 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
FROM TOKENS TO WORDS: ON THE INNER LEXICON OF LLMS
Kaplan, G., Oren, M., Reif, Y. & Schwartz, R., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 5401-5425 25 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
Artzy, A. B. & Schwartz, R., 2024, BlackboxNLP 2024 - 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP - Proceedings of the Workshop. Belinkov, Y., Kim, N., Jumelet, J., Mohebbi, H., Mueller, A. & Chen, H. (eds.). Association for Computational Linguistics (ACL), p. 177-184 8 p. (BlackboxNLP 2024 - 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP - Proceedings of the Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs
Reif, Y. & Schwartz, R., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 6784-6798 15 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access13 Scopus citations -
Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
Mamou, J., Pereg, O., Korat, D., Berchansky, M., Timor, N., Wasserblat, M. & Schwartz, R., 2024, In: Proceedings of Machine Learning Research. 262, p. 456-467 12 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations