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Dive into the research topics where Siya Qi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
Hu, Z., Zhu, Q., Qi, S., He, Y., Yan, H. & Gui, L., 20 Jan 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40Research output: Contribution to journal › Conference paper › peer-review
Open AccessFile11 Downloads (Pure) -
Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain
Liu, W., Qi, S., Du, Y. & He, Y., 6 Feb 2026.Research output: Working paper/Preprint › Preprint
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When Thinking Backfires: Mechanistic Insights into Reason-induced Misalignment
Yan, H., Xu, H., Qi, S., Yang, S. & He, Y., Apr 2026, (Accepted/In press) The Fourteenth International Conference on Learning Representations. International Conference on Learning Representations, ICLR, 34 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
Xu, H., Qi, S., Li, J., Zhou, Y., Du, J., Catmur, C. & He, Y., 2025, Findings of the Association for Computational Linguistics: ACL 2025. Association for Computational LinguisticsResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile5 Downloads (Pure) -
Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization
Qi, S., Cao, R., He, Y. & Yuan, Z., Jul 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Vienna: Association for Computational Linguistics, p. 16480–16503Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile2 Downloads (Pure)