Yun Huang

6 papers · 2007–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (2) COLING (2) EMNLP (2)

Top co-authors

Min Zhang (2) Chew-Lim Tan (1) Wenpin Jiao (1) Zhenwei Tao (1) Tiffany Knearem (1) Ying Zhang (1) Meng Jiang (1) Nicholas Clark (1) Qun Liu (1) Chew Lim Tan (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Applications (1) Generation (1) Learning Types (1) Resources & Methods (1)

Keywords

large language model (3) metric learning (1) natural language generation (1) question generation (1) value alignment (1) evaluation metric (1) hallucination detection (1) reference-free evaluation (1) medical diagnosis (1) healthcare ai (1) reference-free metric (1) ethical alignment (1) human-ai alignment (1) contextual evaluation (1) benchmark evaluation (1) societal value (1)

Papers

ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs EMNLP 2025 Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation COLING 2024 Reference-based Metrics Disprove Themselves in Question Generation EMNLP 2024 Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference COLING 2012 Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars ACL 2011 Forest-to-String Statistical Translation Rules ACL 2007