Publications
See my Google Scholar Profile.
2024
1. TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning TRL Workshop@NeurIPS'24 (Oral Presentation)
Xinyuan Lu, Liangming Pan, Yubo Ma, Preslav Nakov, Min-Yen Kan
[paper] [code]
2. MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations NeurIPS Datasets and Benchmarks Track 2024 (Spotlight)
Yubo Ma, Yuhang Zang, Liangyu Chen, Meiqi Chen, Yizhu Jiao, Xinze Li, Xinyuan Lu, Ziyu Liu, Yan Ma, Xiaoyi Dong, Pan Zhang, Liangming Pan, Yu-Gang Jiang, Jiaqi Wang, Yixin Cao, Aixin Sun
[paper] [data]
2023
3. SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023
Xinyuan Lu, Liangming Pan, Qian Liu, Preslav Nakov, Min-Yen Kan
[paper] [data] [slides] [poster]
4. QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking EMNLP System Demonstration Track 2023
Liangming Pan, Xinyuan Lu, Min-Yen Kan, Preslav Nakov
[paper] [code] [video][poster]
5. Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023
Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
[paper] [code]
6. Improving Recommendation Systems with User Personality Inferred from Product Reviews
IRS Workshop@WSDM 2023
Xinyuan Lu, Min-Yen Kan
[paper] [slides]
2019
7. Learning to Generate Questions with Adaptive Copying Neural Networks SRW@SIGMOD 2019
Xinyuan Lu, Yuhong Guo
[paper]