Yinghui Li
37 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
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large language model
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grammatical error correction
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retrieval-augmented generation
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named entity recognition
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instruction tuning
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text editing
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natural language processing
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chinese language
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retrieval-augmented system
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Papers
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
ACL 2026
CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
ACL 2026
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
ACL 2026
DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion
AAAI 2026
EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
AAAI 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
EMNLP 2025
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
EMNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
EMNLP 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
EMNLP 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
ACL 2025
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
ACL 2025
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
ACL 2025
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion
AAAI 2025
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark
COLING 2025
CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
ACL 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
ICLR 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
NIPS 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
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
ACL 2024
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
Source-free Domain Adaptation for Aspect-based Sentiment Analysis
COLING 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check
EMNLP 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction
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
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
ACL 2023
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
EMNLP 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
EMNLP 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation
EMNLP 2022
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking
ACL 2022