Cheng Fu

According to our database, Cheng Fu authored at least 15 papers between 2016 and 2025.

Collaborative distances:

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

2025

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization.

Huashan Sun, Shengyi Liao, Yansen Han, Yu Bai, Yang Gao, Cheng Fu, Weizhou Shen, Fanqi Wan, Ming Yan, Ji Zhang, Fei Huang

CoRR, May, 2025

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization.

Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li

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

2024

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA.

Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li

CoRR, 2024

Self-Retrieval: Building an Information Retrieval System with One Large Language Model.

Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

CoRR, 2024

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model.

Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs.

Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen

Proceedings of the IEEE International Conference on Acoustics, 2023

Unified Language Representation for Question Answering over Text, Tables, and Images.

Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction.

Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu

CoRR, 2022

Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration.

Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution.

Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Retrofitting Soft Rules for Knowledge Representation Learning.

Bo An, Xianpei Han, Cheng Fu, Le Sun

Big Data Res., 2021

2020

ISCAS_ICIP at MWPD-2020 Task 1: Product Matching Based on Deep Entity Matching Frameworks.

Cheng Fu, Tianshu Wang, Hao Nie, Xianpei Han, Le Sun

Proceedings of the Semantic Web Challenge on Mining the Web of HTML-embedded Product Data co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Hierarchical Matching Network for Heterogeneous Entity Resolution.

Cheng Fu, Xianpei Han, Jiaming He, Le Sun

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

End-to-End Multi-Perspective Matching for Entity Resolution.

Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2016

ISCAS_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features.

Cheng Fu, Bo An, Xianpei Han, Le Sun

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016