Research output per year
Research output per year
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Dive into the research topics where Zining Zhu 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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ACCORD: Closing the Commonsense Measurability Gap
Roewer-Després, F., Feng, J., Zhu, Z. & Rudzicz, F., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). p. 3799-3829 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 -
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
Wang, H., Zhu, Z. & Shi, F., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). p. 20904-20917 14 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Feature-Guided SAE Steering for Refusal-Rate Control using Contrasting Prompts
Bhargav, S. & Zhu, Z., 2025, Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. p. 2902-2907 6 p. (IEEE International Conference on Data Mining Workshops, ICDMW).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agents
Li, H., Cao, Y., Yu, Y., Javaji, S. R., Deng, Z., He, Y., Jiang, Y., Zhu, Z., Subbalakshmi, K., Huang, J., Qian, L., Peng, X., Xie, Q. & Suchow, J. W., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). p. 2509-2525 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
Yu, L., Niu, J., Zhu, Z., Chen, X. & Penn, G., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). p. 8822-8837 16 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review