Fei Cheng

Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026 CiNet-Handai-Kyodai at SemEval-2026 Task 5: Combining LLM Prompting, Semantic Similarity, and Synthetic Gaze for Graded Sense Plausibility SemEval 2026 Jump-teaching: Combating Sample Selection Bias via Temporal Disagreement AAAI 2026 Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026 Measuring the Symbolic Power of Languages with LLM-based Multilingual Persuasion Simulation EACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 Persona Jailbreaking in Large Language Models EACL 2026 SAMCL: Empowering SAM to Continually Learn from Dynamic Domains with Extreme Storage Efficiency AAAI 2026 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 CAPE: Context-Aware Personality Evaluation Framework for Large Language Models EMNLP 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024 Improving Referring Ability for Biomedical Language Models EMNLP 2024 Prior Knowledge-Guided Adversarial Training ACL 2024 Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese COLING 2024 Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024 ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision EACL 2023 GPT-RE: In-context Learning for Relation Extraction using Large Language Models EMNLP 2023 MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting ACL 2023 Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision EACL 2023 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022 Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems AACL 2022 Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 A Hybrid Bandit Framework for Diversified Recommendation AAAI 2021 OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SemEval 2021 Adversarial Training for Commonsense Inference ACL 2020 A System for Worldwide COVID-19 Information Aggregation EMNLP 2020 Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning EMNLP 2020 Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction EMNLP 2020 Pre-training via Leveraging Assisting Languages for Neural Machine Translation ACL 2020 Inducing Temporal Relations from Time Anchor Annotation NAACL 2018 Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths ACL 2017 Synthetic Word Parsing Improves Chinese Word Segmentation ACL 2015