Shengyuan Bai

4 papers · 2024–2026 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) EMNLP (2)

Top co-authors

Qibin Li (3) Nianmin Yao (3) Nai Zhou (2) Baoxun Wang (1) Zhen Xu (1) Zhe Wang (1) Bowen Wu (1) He CAO (1) Yu Li (1) Yuan Yao (1)

Research topics

Natural Language Processing (4) Applications (3) Machine Learning (2) Generation (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Learning Types · Deep Learning (1) Resources & Methods (1) Understanding (1)

Keywords

reinforcement learning (1) adversarial learning (1) factual accuracy (1) in-context learning (1) relation extraction (1) question answering (1) adversarial training (1) natural language understanding (1) instruction tuning (1) noise robustness (1) language model (1) counterfactual reasoning (1) conversational agent (1) role-playing agent (1) semantic understanding (1) knowledge alignment (1) noisy instruction (1) large language model (1) semantic distortion (1) professional response (1)

Papers

Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents EMNLP 2025 Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension EMNLP 2024