← Authors

Wenliang Chen

51 papers · 2005–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (20) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (48) 🀝 Dynamic Duo (23) ⚑ Prolific Year (5) πŸš€ Conference Pioneer ❓ The Questioner (2) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (50) πŸ—ƒοΈ Keyword Collector (112)

Conferences

COLING (17) ACL (11) EMNLP (7) IJCNLP (6) AAAI (3) CONLL (3) IJCAI (2) AACL (1) NAACL (1)

Top co-authors

Min Zhang (23) Tong Zhu (10) Zhenghua Li (9) Yujie Zhang (7) Hitoshi Isahara (6) Kentaro Torisawa (6) Jun’ichi Kazama (6) Chuanyuan Tan (5) Yue Zhang (4) Junjie Yu (4)

Keywords

large language model (6) relation extraction (5) distant supervision (4) unstructured datum (2) knowledge editing (2) low-resource learning (2) benchmark evaluation (2) pretrained language model (2) non-autoregressive decoding (2) zero-shot learning (2) label noise (2) reinforcement learning (2) mixture of expert (2) information extraction (1) variational inference (1) in-context learning (1) semi-supervised learning (1) self-supervised learning (1) semantic parsing (1) collaborative filtering (1)

Papers

CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026
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
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs COLING 2025
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
UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space COLING 2024
Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking COLING 2024
Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 2024
Probing Language Models for Pre-training Data Detection ACL 2024
Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023
Early Exit with Disentangled Representation and Equiangular Tight Frame ACL 2023
SafeConv: Explaining and Correcting Conversational Unsafe Behavior 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
Active Learning for Dependency Parsing with Partial Annotation ACL 2016
Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 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
Dependency Parsing: Past, Present, and Future COLING 2014
Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing ACL 2014
Soft Cross-lingual Syntax Projection for Dependency Parsing COLING 2014
Feature Embedding for Dependency Parsing COLING 2014
Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013
Smoothing for Bracketing Induction IJCAI 2013
Semi-Supervised Feature Transformation for Dependency Parsing EMNLP 2013
Utilizing Dependency Language Models for Graph-based Dependency Parsing Models ACL 2012
Improving Chinese Word Segmentation and POS Tagging with Semi-supervised Methods Using Large Auto-Analyzed Data IJCNLP 2011
SMT Helps Bitext Dependency Parsing EMNLP 2011
Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011
Bitext Dependency Parsing with Bilingual Subtree Constraints ACL 2010
Improving Graph-based Dependency Parsing with Decision History COLING 2010
Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing CONLL 2009
Multilingual Dependency Learning: Exploiting Rich Features for Tagging Syntactic and Semantic Dependencies CONLL 2009
Semantic Dependency Parsing of NomBank and PropBank: An Efficient Integrated Approach via a Large-scale Feature Selection EMNLP 2009
Improving Dependency Parsing with Subtrees from Auto-Parsed Data EMNLP 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 EMNLP 2007
A Two-Stage Parser for Multilingual Dependency Parsing CONLL 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