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Zhongfen Deng
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 15
Top Topics
Semantic Matching
Top Venues
CoRR
BigData
LOUHI@EMNLP
COLING
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Publications
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Zhongfen Deng
,
Wei-Te Chen
,
Lei Chen
,
Philip S. Yu
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction.
CoRR
(2023)
Zhongfen Deng
,
Seunghyun Yoon
,
Trung Bui
,
Franck Dernoncourt
,
Quan Hung Tran
,
Shuaiqi Liu
,
Wenting Zhao
,
Tao Zhang
,
Yibo Wang
,
Philip S. Yu
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
CoRR
(2023)
Wenting Zhao
,
Ye Liu
,
Yao Wan
,
Yibo Wang
,
Qingyang Wu
,
Zhongfen Deng
,
Jiangshu Du
,
Shuaiqi Liu
,
Yunlong Xu
,
Philip S. Yu
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning.
CoRR
(2023)
Zhongfen Deng
,
Hao Peng
,
Tao Zhang
,
Shuaiqi Liu
,
Wenting Zhao
,
Yibo Wang
,
Philip S. Yu
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction.
CoRR
(2023)
Zhongfen Deng
,
Hao Peng
,
Tao Zhang
,
Shuaiqi Liu
,
Wenting Zhao
,
Yibo Wang
,
Philip S. Yu
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction.
BigData
(2023)
Yibo Wang
,
Wenting Zhao
,
Yao Wan
,
Zhongfen Deng
,
Philip S. Yu
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach.
CoRR
(2023)
Wenting Zhao
,
Ye Liu
,
Yao Wan
,
Yibo Wang
,
Zhongfen Deng
,
Philip S. Yu
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables.
CoRR
(2023)
Zhongfen Deng
,
Seunghyun Yoon
,
Trung Bui
,
Franck Dernoncourt
,
Quan Hung Tran
,
Shuaiqi Liu
,
Wenting Zhao
,
Tao Zhang
,
Yibo Wang
,
Philip S. Yu
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
BigData
(2023)
Zhongfen Deng
,
Wei-Te Chen
,
Lei Chen
,
Philip S. Yu
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction.
Big Data
(2022)
Byung-Hak Kim
,
Zhongfen Deng
,
Philip S. Yu
,
Varun Ganapathi
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
CoRR
(2022)
Byung-Hak Kim
,
Zhongfen Deng
,
Philip S. Yu
,
Varun Ganapathi
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
LOUHI@EMNLP
(2022)
Zhongfen Deng
,
Hao Peng
,
Dongxiao He
,
Jianxin Li
,
Philip S. Yu
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
NAACL-HLT
(2021)
Zhongfen Deng
,
Hao Peng
,
Dongxiao He
,
Jianxin Li
,
Philip S. Yu
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
CoRR
(2021)
Zhongfen Deng
,
Hao Peng
,
Congying Xia
,
Jianxin Li
,
Lifang He
,
Philip S. Yu
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
CoRR
(2020)
Zhongfen Deng
,
Hao Peng
,
Congying Xia
,
Jianxin Li
,
Lifang He
,
Philip S. Yu
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
COLING
(2020)