Siya Qi

According to our database, Siya Qi authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain.

Wei Liu, Siya Qi, Yali Du, Yulan He

CoRR, March, 2026

Detecting Contextual Hallucinations in LLMs with Frequency-Aware Attention.

Siya Qi, Yudong Chen, Runcong Zhao, Qinglin Zhu, Zhanghao Hu, Wei Liu, Yulan He, Zheng Yuan, Lin Gui

CoRR, February, 2026

Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score.

Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment.

Hanqi Yan, Hainiu Xu, Siya Qi, Shu Yang, Yulan He

CoRR, September, 2025

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation.

Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui

CoRR, August, 2025

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning.

Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.

Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization.

Siya Qi, Rui Cao, Yulan He, Zheng Yuan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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, Zheng Yuan, Jey Han Lau

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey.

Siya Qi, Yulan He, Zheng Yuan

CoRR, 2024

2022

SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph.

Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

Subjective Bias in Abstractive Summarization.

Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi

CoRR, 2021

2020

CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization.

Lei Li, Yang Xie, Wei Liu, Yinan Liu, Yafei Jiang, Siya Qi, Xingyuan Li

Proceedings of the First Workshop on Scholarly Document Processing, 2020