Guideline Learning for In-Context Information Extraction
Chaoxu Pang, Yixuan Cao, Qiang Ding, and Ping Luo. 2023. Guideline Learning for In-Context Information Extraction. In EMNLP, 2023.
Yixuan Cao is an Associate Professor in Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS). His research interest includes NLP, Document Intelligence, and Trustworthy AI (expecially hallucination in LLM). He is working on an exciting project that brings AI technology to finance.
Always looking for self-motivated interns with a strong interest/background in NLP / machine learning / data mining.
News: I’m currently looking for self-motivated master students who are interested in machine learning, data mining, and natual language processing. Please feel free to drop me email with your CV.
Chaoxu Pang, Yixuan Cao, Qiang Ding, and Ping Luo. 2023. Guideline Learning for In-Context Information Extraction. In EMNLP, 2023.
Qiang Ding, Yixuan Cao, and Ping Luo. Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification. In NeurIPS, 2023.
Qingping Yang, Yixuan Cao, Yinging Hu, Jianfeng Li, Nanbo Peng, and Ping Luo. Numerical Tuple Extraction from Tables with Pre-training. In KDD, 2022.
Rongyu Cao, Yixuan Cao, Ganbin Zhou, and Ping Luo. Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application. Journal of Computer Science and Technology, 2021.
Zhengqi Xu, Yixuan Cao, et al. Numerical Formula Recognition from Tables. In CIKM, 2021.
Qingping Yang, Yixuan Cao, Hongwei Li, and Ping Luo. Numerical Formula Recognition from Tables. In KDD, 2021.
Yixuan Cao, Feng Hong, Hongwei Li, and Ping Luo. A Bottom-Up DAG Structure Extraction Model for Math Word Problems. In AAAI, 2021.
Hongwei Li, Qingping Yang, Yixuan Cao, Jiaquan Yao, and Ping Luo. Cracking Tabular Presentation Diversity for Automatic Cross-Checking over Numerical Facts. In KDD, 2020.
Yixuan Cao, Dian Chen, Hongwei Li, and Ping Luo. Nested Relation Extraction with Iterative Neural Network. In CIKM, 2019.
Yixuan Cao, Hongwei Li, Ping Luo, and Jiaquan Yao. Towards Automatic Numerical Cross-Checking: Extracting Formulas from Text. In WWW, 2018.