Wenliang Chen

IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ACL 2026 Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026 CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026 Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025 Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data IJCNLP 2025 Learning to Refuse: Towards Mitigating Privacy Risks in LLMs COLING 2025 Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data AACL 2025 NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models COLING 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking COLING 2024 DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space COLING 2024 Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 2024 Probing Language Models for Pre-training Data Detection ACL 2024 Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024 SafeConv: Explaining and Correcting Conversational Unsafe Behavior ACL 2023 Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023 Early Exit with Disentangled Representation and Equiangular Tight Frame ACL 2023 STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022 Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph IJCAI 2022 SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022 Improving Neural Relation Extraction with Positive and Unlabeled Learning AAAI 2020 Improving Relation Extraction with Relational Paraphrase Sentences COLING 2020 Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction COLING 2020 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Active Learning for Dependency Parsing with Partial Annotation ACL 2016 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study ACL 2015 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study IJCNLP 2015 Soft Cross-lingual Syntax Projection for Dependency Parsing COLING 2014 Dependency Parsing: Past, Present, and Future COLING 2014 Feature Embedding for Dependency Parsing COLING 2014 Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing ACL 2014 Semi-Supervised Feature Transformation for Dependency Parsing EMNLP 2013 Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013 Smoothing for Bracketing Induction IJCAI 2013 Utilizing Dependency Language Models for Graph-based Dependency Parsing Models ACL 2012 Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011 SMT Helps Bitext Dependency Parsing EMNLP 2011 Improving Chinese Word Segmentation and POS Tagging with Semi-supervised Methods Using Large Auto-Analyzed Data IJCNLP 2011 Bitext Dependency Parsing with Bilingual Subtree Constraints ACL 2010 Improving Graph-based Dependency Parsing with Decision History COLING 2010 Improving Dependency Parsing with Subtrees from Auto-Parsed Data EMNLP 2009 Semantic Dependency Parsing of NomBank and PropBank: An Efficient Integrated Approach via a Large-scale Feature Selection EMNLP 2009 Multilingual Dependency Learning: Exploiting Rich Features for Tagging Syntactic and Semantic Dependencies CONLL 2009 Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing CONLL 2009 Learning Reliable Information for Dependency Parsing Adaptation COLING 2008 Dependency Parsing with Short Dependency Relations in Unlabeled Data IJCNLP 2008 A Two-Stage Parser for Multilingual Dependency Parsing CONLL 2007 A Two-Stage Parser for Multilingual Dependency Parsing EMNLP 2007 An Empirical Study of Chinese Chunking ACL 2006 An Empirical Study of Chinese Chunking COLING 2006 Using Multiple Discriminant Analysis Approach for Linear Text Segmentation IJCNLP 2005 Some Studies on Chinese Domain Knowledge Dictionary and Its Application to Text Classification IJCNLP 2005