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Siya Qi

CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization
2020 · Lei Li, Yang Xie, et al. · Workshop on Scholarly Document Processing (SDP) · 13
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Subjective Bias in Abstractive Summarization
2021 · Li, Lei, Liu, Wei, et al. · arXiv (Cornell University) · 5
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SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph
2022 · Siya Qi, Lei Li, et al. · Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP) · 4
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EnigmaToM: Improve LLMs’ Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
2025 · Hainiu Xu, Siya Qi, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 3
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Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention
2026 · Qi, Siya, Chen, Yudong, et al. · Research Portal (King's College London)
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Detecting Contextual Hallucinations in LLMs with Frequency-Aware Attention
2026 · Qi, Siya, Chen, Yudong, et al. · arXiv (Cornell University)
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Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
2025 · Hu, Zhanghao, Zhu, Qinglin, et al. · arXiv (Cornell University)
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Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization
2025 · Siya Qi, Rui Cao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning
2025 · Wei Liu, Siya Qi, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 11
Citation count: 25
H-index: 3
I10-index: 1
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