CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization. - Lei Li 009; Yang Xie; Wei Liu 161; Yinan Liu; Yafei Jiang; Siya Qi; Xingyuan Li 006 (SDP@EMNLP, 2020)

Subjective Bias in Abstractive Summarization. - Lei Li 009; Wei Liu 161; Marina Litvak; Natalia Vanetik; Jiacheng Pei; Yinan Liu; Siya Qi (CoRR, 2021)

SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. - Siya Qi; Lei Li 009; Yiyang Li; Jin Jiang; Dingxin Hu; Yuze Li; Yingqi Zhu; Yanquan Zhou; Marina Litvak; Natalia Vanetik (AACL/IJCNLP (1), 2022)

Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey. - Siya Qi; Yulan He 001; Zheng Yuan (CoRR, 2024)

Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases. - Rena Wei Gao; Xuetong Wu; Tatsuki Kuribayashi; Mingrui Ye; Siya Qi; Carsten Roever; Yuanxing Liu 001; Zheng Yuan; Jey Han Lau (ACL (1), 2025)

Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization. - Siya Qi; Rui Cao; Yulan He 001; Zheng Yuan (ACL (Findings), 2025)

EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States. - Hainiu Xu; Siya Qi; Jiazheng Li 002; Yuxiang Zhou; Jinhua Du; Caroline Catmur; Yulan He 001 (ACL (Findings), 2025)

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning. - Wei Liu 161; Siya Qi; Xinyu Wang; Chen Qian; Yali Du 001; Yulan He 001 (CoRR, 2025)

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation. - Zhanghao Hu; Qinglin Zhu; Siya Qi; Yulan He 001; Hanqi Yan; Lin Gui 003 (CoRR, 2025)