Bin Han

7 papers · 2023–2026 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

ACL (2) ICML (2) AAAI (1) EMNLP (1) NeurIPS (1)

Top co-authors

Longfei Li (2) Kaleen Shrestha (2) Jun Zhou (2) Ya-Lin Zhang (2) Bill Howe (2) Deuksin Kwon (2) Yi-Xuan Sun (2) Robert Wolfe (2) Yujuan Fu (1) Nicholas J Dobbins (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Application Areas (3) Natural Language Processing (2) Learning Types (2) Deep Learning (1) Applications (1) Architectures (1) Core Methods (1) Generation (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

large language model (2) question answering (1) personality trait (1) named entity recognition (1) confidence calibration (1) clinical text extraction (1) label noise (1) label aggregation (1) collaborative learning (1) sample selection (1) noisy label (1) electronic health record (1) noise filtering (1) membership inference (1) prompt engineering (1) dialogue system (1) negotiation strategy (1) human-agent interaction (1) conflict resolution (1) noisy label learning (1)

Papers

Can LLMs Truly Embody Human Personality? Analyzing AI and Human Behavior Alignment in Dispute Resolution AAAI 2026 Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025 Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans EMNLP 2025 Fragments to Facts: Partial-Information Fragment Inference from LLMs ICML 2025 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources ICML 2024 Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023