A Conditional VAE-Based Conversation Model. - Junfan Chen 001; Richong Zhang; Yongyi Mao; Binfeng Wang; Jianhang Qiao (CCKS, 2019)

Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. - Junfan Chen 001; Richong Zhang; Yongyi Mao; Hongyu Guo; Jie Xu 007 (EMNLP/IJCNLP (1), 2019)

Neural Dialogue State Tracking with Temporally Expressive Networks. - Junfan Chen 001; Richong Zhang; Yongyi Mao; Jie Xu 007 (EMNLP (Findings), 2020)

Parallel Interactive Networks for Multi-Domain Dialogue State Generation. - Junfan Chen 001; Richong Zhang; Yongyi Mao; Jie Xu 007 (EMNLP (1), 2020)

On Scalar Embedding of Relative Positions in Attention Models. - Junshuang Wu; Richong Zhang; Yongyi Mao; Junfan Chen 001 (AAAI, 2021)

Hypernym Discovery via a Recurrent Mapping Model. - Yuhang Bai; Richong Zhang; Fanshuang Kong; Junfan Chen 001; Yongyi Mao (ACL/IJCNLP (Findings), 2021)

Augmenting Embedding Projection With Entity Descriptions for Knowledge Graph Completion. - Junfan Chen 001; Jie Xu 007; Manhui Bo; Hongwu Tang (IEEE Access, 2021)

ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification. - Junfan Chen 001; Richong Zhang; Yongyi Mao; Jie Xu 007 (AAAI, 2022)

An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. - Zhuoran Li; Chunming Hu; Xiaohui Guo; Junfan Chen 001; Wenyi Qin; Richong Zhang (ACL (1), 2022)

Towards Robust False Information Detection on Social Networks with Contrastive Learning. - Guanghui Ma; Chunming Hu; Ling Ge; Junfan Chen 001; Hong Zhang; Richong Zhang (CIKM, 2022)

E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. - Ling Ge; Chunming Hu; Guanghui Ma; Junshuang Wu; Junfan Chen 001; Jihong Liu; Hong Zhang; Wenyi Qin; Richong Zhang (COLING, 2022)

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction. - Mingchen Li; Junfan Chen 001; Samuel Mensah; Nikolaos Aletras; Xiulong Yang; Yang Ye (EMNLP (Findings), 2022)

Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning. - Jirui Qi; Richong Zhang; Junfan Chen 001; Jaein Kim 003; Yongyi Mao (EMNLP (Findings), 2022)

Text Style Transferring via Adversarial Masking and Styled Filling. - Jiarui Wang; Richong Zhang; Junfan Chen 001; Jaein Kim 003; Yongyi Mao (EMNLP, 2022)

Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime. - Junfan Chen 001; Richong Zhang; Zheyan Luo; Chunming Hu; Yongyi Mao (AAAI, 2023)

Multi-Mask Label Mapping for Prompt-Based Learning. - Jirui Qi; Richong Zhang; Jaein Kim 003; Junfan Chen 001; Wenyi Qin; Yongyi Mao (AAAI, 2023)

Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification. - Weiyi Yang; Richong Zhang; Junfan Chen 001; Lihong Wang; Jaein Kim 003 (ACL (1), 2023)

Open-Set Semi-Supervised Text Classification with Latent Outlier Softening. - Junfan Chen 001; Richong Zhang; Junchi Chen; Chunming Hu; Yongyi Mao (KDD, 2023)

Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion. - Likang Xiao; Richong Zhang; Zijie Chen; Junfan Chen 001 (RepL4NLP@ACL, 2023)

Word Sense Disambiguation by Refining Target Word Embedding. - Xuefeng Zhang; Richong Zhang; Xiaoyang Li 004; Fanshuang Kong; Junfan Chen 001; Samuel Mensah; Yongyi Mao (WWW, 2023)

AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime. - Junfan Chen 001; Richong Zhang; Zheyan Luo; Chunming Hu; Yongyi Mao (CoRR, 2023)

Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation. - Xuefeng Zhang; Richong Zhang; Junfan Chen 001; Jaein Kim 003; Yongyi Mao (IEEE Trans. Knowl. Data Eng., 2023)

A Neural Expectation-Maximization Framework for Noisy Multi-Label Text Classification. - Junfan Chen 001; Richong Zhang; Jie Xu 007; Chunming Hu; Yongyi Mao (IEEE Trans. Knowl. Data Eng., 2023)

Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization. - Junfan Chen 001; Richong Zhang; Junchi Chen; Chunming Hu (ACL (1), 2024)

Progressively Modality Freezing for Multi-Modal Entity Alignment. - Yani Huang; Xuefeng Zhang; Richong Zhang; Junfan Chen 001; Jaein Kim 003 (ACL (1), 2024)

Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting. - Likang Xiao; Zijie Chen; Richong Zhang; Junfan Chen 001 (CIKM, 2024)

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching. - Zhuoran Li; Chunming Hu; Junfan Chen 001; Zhijun Chen; Xiaohui Guo; Richong Zhang (IJCAI, 2024)

Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification. - Junfan Chen 001; Richong Zhang; Jiarui Wang; Chunming Hu; Yongyi Mao (WWW, 2024)

DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. - Junfan Chen 001; Richong Zhang; Yaowei Zheng; Qianben Chen; Chunming Hu; Yongyi Mao (WWW, 2024)

Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding. - Dezhi Liu; Richong Zhang; Junfan Chen 001; Xinyue Chen (WWW, 2024)

Zero-Shot Cross-Lingual Named Entity Recognition via Progressive Multi-Teacher Distillation. - Zhuoran Li; Chunming Hu; Richong Zhang; Junfan Chen 001; Xiaohui Guo (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

SPContrastNet: A Self-Paced Contrastive Learning Model for Few-Shot Text Classification. - Junfan Chen 001; Richong Zhang; Xiaohan Jiang; Chunming Hu (ACM Trans. Inf. Syst., 2024)

Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities. - Junchi Chen; Richong Zhang; Junfan Chen 001 (AAAI, 2025)

Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding. - Dongdong Kuang; Richong Zhang; Zhijie Nie; Junfan Chen 001; Jaein Kim 003 (AAAI, 2025)

Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing. - Zhuoran Li; Chunming Hu; Junfan Chen 001; Zhijun Chen; Richong Zhang (AAAI, 2025)

Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models. - Xiyang Liu 001; Chunming Hu; Richong Zhang; Junfan Chen 001; Baowen Xu (NAACL (Long Papers), 2025)

Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations. - Fanshuang Kong; Richong Zhang; Xiaohui Guo; Junfan Chen 001; Ziqiao Wang (WWW, 2025)

A Graph-based Verification Framework for Fact-Checking. - Yani Huang; Richong Zhang; Zhijie Nie; Junfan Chen 001; Xuefeng Zhang (CoRR, 2025)

A multi-projection recurrent model for hypernym detection and discovery. - Xuefeng Zhang; Junfan Chen 001; Zheyan Luo; Yuhang Bai; Chunming Hu; Richong Zhang (Frontiers Comput. Sci., 2025)

Including Co-Relation via Concatenate Operator for Static and Temporal Knowledge Graph Embedding. - Likang Xiao; Richong Zhang; Junfan Chen 001; Lei Zhang (ACM Trans. Inf. Syst., 2025)