Siya Qi - RankMe

17 papers A* 2Journal 10Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score. AAAI Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui
2026	J	`jnl`	Detecting Contextual Hallucinations in LLMs with Frequency-Aware Attention. CoRR Siya Qi, Yudong Chen, Runcong Zhao, Qinglin Zhu, Zhanghao Hu, Wei Liu, Yulan He, Zheng Yuan, Lin Gui
2026	J	`jnl`	Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain. CoRR Wei Liu, Siya Qi, Yali Du, Yulan He
2025	—	`conf`	Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases. ACL (1) Rena Wei Gao, Xuetong Wu, Tatsuki Kuribayashi, Mingrui Ye, Siya Qi, Carsten Roever, Yuanxing Liu, Zheng Yuan, Jey Han Lau
2025	J	`jnl`	Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases. CoRR Rena Gao, Xuetong Wu, Tatsuki Kuribayashi, Mingrui Ye, Siya Qi, Carsten Roever, Yuanxing Liu, Zheng Yuan, Jey Han Lau
2025	—	`conf`	EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States. ACL (Findings) Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025	J	`jnl`	EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States. CoRR Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025	—	`conf`	Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization. ACL (Findings) Siya Qi, Rui Cao, Yulan He, Zheng Yuan
2025	J	`jnl`	Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization. CoRR Siya Qi, Rui Cao, Yulan He, Zheng Yuan
2025	A*	`conf`	NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning. EMNLP Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He
2025	J	`jnl`	NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning. CoRR Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He
2025	J	`jnl`	Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation. CoRR Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui
2025	J	`jnl`	When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment. CoRR Hanqi Yan, Hainiu Xu, Siya Qi, Shu Yang, Yulan He
2024	J	`jnl`	Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey. CoRR Siya Qi, Yulan He, Zheng Yuan
2022	—	`conf`	SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. AACL/IJCNLP (1) Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik
2021	J	`jnl`	Subjective Bias in Abstractive Summarization. CoRR Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi
2020	—	`conf`	CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization. SDP@EMNLP Lei Li, Yang Xie, Wei Liu, Yinan Liu, Yafei Jiang, Siya Qi, Xingyuan Li