Zhongfen Deng

27 papers A* 1B 4Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Survey of RAG-Reasoning Systems in Large Language Models.
EMNLP (Findings)
Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu
2025 J jnl
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection.
CoRR
Liancheng Fang, Aiwei Liu, Henry Peng Zou, Yankai Chen, Hengrui Zhang, Zhongfen Deng, Philip S. Yu
2025 J jnl
ProjectTest: A Project-level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms.
CoRR
Yibo Wang, Congying Xia, Wenting Zhao, Jiangshu Du, Chunyu Miao, Zhongfen Deng, Philip S. Yu, Chen Xing
2025 J jnl
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.
CoRR
Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu
2024 J jnl
Graph-DPEP: Decomposed Plug and Ensemble Play for Few-Shot Document Relation Extraction with Graph-of-Thoughts Reasoning.
CoRR
Tao Zhang, Ning Yan, Masood Mortazavi, Hoang H. Nguyen, Zhongfen Deng, Philip S. Yu
2024 — conf
Heterogeneous Knowledge Grounding for Medical Question Answering with Retrieval Augmented Large Language Model.
WWW (Companion Volume)
Wenting Zhao, Zhongfen Deng, Shweta Yadav, Philip S. Yu
2024 A* conf
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.
EMNLP
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024 J jnl
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.
CoRR
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Ranran Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024 J jnl
Neural Abstractive Summarization for Long Text and Multiple Tables.
IEEE Trans. Knowl. Data Eng.
Shuaiqi Liu, Jiannong Cao, Zhongfen Deng, Wenting Zhao, Ruosong Yang, Zhiyuan Wen, Philip S. Yu
2024 — conf
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning.
NAACL-HLT
Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Qingyang Wu, Zhongfen Deng, Jiangshu Du, Shuaiqi Liu, Yunlong Xu, Philip S. Yu
2023 J jnl
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction.
CoRR
Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu
2023 B conf
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
IEEE Big Data
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
2023 J jnl
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
CoRR
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
2023 B conf
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction.
IEEE Big Data
Zhongfen Deng, Hao Peng, Tao Zhang, Shuaiqi Liu, Wenting Zhao, Yibo Wang, Philip S. Yu
2023 J jnl
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction.
CoRR
Zhongfen Deng, Hao Peng, Tao Zhang, Shuaiqi Liu, Wenting Zhao, Yibo Wang, Philip S. Yu
2023 — conf
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables.
IJCNLP (Findings)
Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Zhongfen Deng, Philip S. Yu
2023 J jnl
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables.
CoRR
Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Zhongfen Deng, Philip S. Yu
2023 — conf
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach.
IJCNLP (Findings)
Yibo Wang, Wenting Zhao, Yao Wan, Zhongfen Deng, Philip S. Yu
2023 J jnl
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach.
CoRR
Yibo Wang, Wenting Zhao, Yao Wan, Zhongfen Deng, Philip S. Yu
2023 J jnl
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning.
CoRR
Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Qingyang Wu, Zhongfen Deng, Jiangshu Du, Shuaiqi Liu, Yunlong Xu, Philip S. Yu
2022 B conf
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction.
IEEE Big Data
Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu
2022 — conf
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
LOUHI@EMNLP
Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi
2022 J jnl
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
CoRR
Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi
2021 — conf
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
NAACL-HLT
Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li, Philip S. Yu
2021 J jnl
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
CoRR
Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li, Philip S. Yu
2020 B conf
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
COLING
Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He, Philip S. Yu
2020 J jnl
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
CoRR
Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He, Philip S. Yu