← Authors

ChengXiang Zhai

60 papers · 2006–2026 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (19) 🐝 Cross-Pollinator (5) πŸ—ΊοΈ Taxonomy Completionist (94) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) 🀝 Dynamic Duo (17) πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (212) πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (59)

Conferences

ACL (18) EMNLP (13) AAAI (6) COLING (6) NAACL (6) CONLL (2) EACL (2) ICML (2) IJCAI (2) ICLR (1) IJCNLP (1) NIPS (1)

Top co-authors

Heng Ji (17) Chenkai Sun (5) Tuan Lai (4) Yiren Wang (4) Tao Tao (4) Richard Sproat (3) Huizhong Duan (3) Ke Yang (3) Tie-yan Liu (3) Tao Qin (3)

Research topics

Core Methods (1)

Keywords

large language model (7) knowledge graph (3) relation extraction (3) domain adaptation (3) graph convolutional network (2) neural language model (2) knowledge overshadowing (2) knowledge base (2) collective inference (2) named entity recognition (2) vision language model (2) decoding strategy (2) benchmark evaluation (2) cross-lingual retrieval (2) social media analysis (2) text generation (2) representation learning (2) entity linking (2) model compression (2) response forecasting (2)

Papers

HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation AAAI 2026
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025
What Makes In-context Learning Effective for Mathematical Reasoning ICML 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025
Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning EMNLP 2025
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation ACL 2025
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains AAAI 2024
Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency NIPS 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction EACL 2024
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023
Measuring the Effect of Influential Messages on Varying Personas ACL 2023
C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation ACL 2023
Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders ACL 2023
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations EMNLP 2023
Incorporating Task-Specific Concept Knowledge into Script Learning EACL 2023
To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency ACL 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning AAAI 2023
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022
Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING 2022
Language Model Pre-Training with Sparse Latent Typing EMNLP 2022
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference IJCNLP 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021
Transductive Ensemble Learning for Neural Machine Translation AAAI 2020
Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract) AAAI 2020
Multi-task Learning for Multilingual Neural Machine Translation EMNLP 2020
Non-Autoregressive Machine Translation with Auxiliary Regularization AAAI 2019
TILM: Neural Language Models with Evolving Topical Influence CONLL 2019
Multi-Agent Dual Learning ICLR 2019
ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data IJCAI 2017
Identifying Humor in Reviews using Background Text Sources EMNLP 2017
High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017
MeTA: A Unified Toolkit for Text Retrieval and Analysis ACL 2016
Robust Unsupervised Feature Selection IJCAI 2013
A Discriminative Model for Query Spelling Correction with Latent Structural SVM CONLL 2012
A Discriminative Model for Query Spelling Correction with Latent Structural SVM EMNLP 2012
Structural Topic Model for Latent Topical Structure Analysis ACL 2011
Exploiting Structured Ontology to Organize Scattered Online Opinions COLING 2010
Shallow Information Extraction from Medical Forum Data COLING 2010
Summarizing Contrastive Viewpoints in Opinionated Text EMNLP 2010
Cross-Lingual Latent Topic Extraction ACL 2010
Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions COLING 2010
Generating Impact-Based Summaries for Scientific Literature ACL 2008
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference NAACL 2007
A Systematic Exploration of the Feature Space for Relation Extraction NAACL 2007
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers NAACL 2007
Instance Weighting for Domain Adaptation in NLP ACL 2007
Statistical Language Models for Information Retrieval NAACL 2007
Named Entity Transliteration with Comparable Corpora ACL 2006
Unsupervised Named Entity Transliteration Using Temporal and Phonetic Correlation EMNLP 2006
Exploiting Domain Structure for Named Entity Recognition NAACL 2006
Language Model Information Retrieval with Document Expansion NAACL 2006
Named Entity Transliteration with Comparable Corpora COLING 2006