Publications
* my students
Preprints
- Wi-Chat: Large Language Model Powered Wi-Fi Sensing
Haopeng Zhang, Yili Ren, Haohan Yuan, Jingzhe Zhang, Yitong Shen
arXiv preprint arXiv:2502.12421
[pdf] - Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval
Zizhong Li, Haopeng Zhang, Jiawei Zhang
arXiv preprint arXiv:2406.12169
[pdf] - Graph-Bert: Only Attention is Needed for Learning Graph Representations
Jiawei Zhang, Haopeng Zhang, Li Sun, Congying Xia
arXiv preprint arXiv:2001.05140
[pdf] [code]
Publications
- A Structure-aware Generative Model for Biomedical Event Extraction
Haohan Yuan*, Siu Cheung Hui, Haopeng Zhang
30th International Conference on Database Systems for Advanced Applications (DASFAA 2025)
[pdf] - DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization
Haohan Yuan*, Haopeng Zhang
Findings of the Association for Computational Linguistics: NAACL 2025 (NAACL 2025)
[pdf] [data, code] - A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
Haopeng Zhang, Philip S. Yu, Jiawei Zhang
ACM Computing Surveys
[pdf] - Building Intelligent and Reliable Summarization Systems
Haopeng Zhang
UC Davis Ph.D. dissertation
[pdf] - Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation
Zizhong Li, Haopeng Zhang, Jiawei Zhang
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)
[pdf] - XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates
Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
[pdf] [code] - SummIt: Iterative Text Summarization via ChatGPT
Haopeng Zhang, Xiao Liu, Jiawei Zhang
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)
[pdf] [code] - Extractive Summarization via ChatGPT for Faithful Summary Generation
Haopeng Zhang, Xiao Liu, Jiawei Zhang
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)
[pdf] - Unsupervised multi-document summarization with holistic inference
Haopeng Zhang, Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang, Jiawei Zhang, Dong Yu
Findings of the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 13th International Joint Conference on Natural Language Processing (IJCNLP-AACL 2023)
[pdf] - Contrastive Hierarchical Discourse Graph for Scientific Document Summarization
Haopeng Zhang, Xiao Liu, Jiawei Zhang
4th Workshop on Computational Approaches to Discourse at ACL 2023 conference (ACL 2023 CODI)
[pdf] [code] - Diffusum: Generation enhanced extractive summarization with diffusion
Haopeng Zhang, Xiao Liu, Jiawei Zhang
Findings of the Association for Computational Linguistics:ACL 2023 (ACL 2023)
[pdf] [code] - HEGEL: Hypergraph Transformer for Long Document Summarization
Haopeng Zhang, Xiao Liu, Jiawei Zhang.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)
[pdf] [code] - Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
Haopeng Zhang, Semih Yavuz, Wojciech Maciej Kryscinski, Kazuma Hashimoto, Yingbo Zhou.
Findings of the Association for Computational Linguistics: NAACL 2022 (NAACL 2022)
[pdf] - Text Graph Transformer for Document Classification
Haopeng Zhang, Jiawei Zhang.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)
[pdf]