Yinghui Li

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction ACL 2026 DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion AAAI 2026 Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ACL 2026 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025 CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ACL 2025 DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion AAAI 2025 DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ACL 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025 Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025 Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs ICML 2025 ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024 LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 Source-free Domain Adaptation for Aspect-based Sentiment Analysis COLING 2024 Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters ACL 2024 When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models NeurIPS 2024 A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check EMNLP 2023 CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction EMNLP 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SemEval 2023 MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023 Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking EMNLP 2022 Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022 The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022 Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation EMNLP 2022