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2020 – today
- 2025
[j2]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. IEEE Data Eng. Bull. 49(1): 104-123 (2025)- [i13]Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li:
Enhancing Transformers for Generalizable First-Order Logical Entailment. CoRR abs/2501.00759 (2025) - [i12]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. CoRR abs/2501.14224 (2025) - [i11]Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See:
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning. CoRR abs/2502.11176 (2025) - [i10]Chunyang Li, Weiqi Wang, Tianshi Zheng, Yangqiu Song:
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations. CoRR abs/2502.16169 (2025) - [i9]Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Y. Wong, Simon See:
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning. CoRR abs/2504.05081 (2025) - 2024
- [c5]Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song:
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. ACL (1) 2024: 1312-1329 - [c4]Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song:
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. EMNLP 2024: 9300-9322 - [c3]Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song:
Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information. WI/IAT 2024: 461-465 - [i8]Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song:
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. CoRR abs/2404.14215 (2024) - [i7]Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song:
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. CoRR abs/2407.20564 (2024) - [i6]Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song:
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information. CoRR abs/2408.02559 (2024) - [i5]Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song:
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies. CoRR abs/2412.08985 (2024) - [i4]Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song:
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty. CoRR abs/2412.20251 (2024) - 2023
- [j1]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs. Trans. Mach. Learn. Res. 2023 (2023) - [c2]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong
, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. ArgMining@EMNLP 2023: 139-147 - [c1]Baixuan Xu, Haochen Shi, Tianshi Zheng, Qing Zong, Weiqi Wang, Zhaowei Wang, Yangqiu Song:
KnowComp Submission for WMT23 Sign Language Translation Task. WMT 2023: 351-358 - [i3]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR abs/2302.13114 (2023) - [i2]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. CoRR abs/2310.05210 (2023) - [i1]Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song:
Abductive Logical Reasoning on Knowledge Graphs. CoRR abs/2312.15643 (2023)
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