Yangning Li
24 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
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Conferences
EMNLP (9)
ACL (7)
AAAI (3)
ICLR (2)
COLING (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(9)
instruction tuning
(4)
grammatical error correction
(3)
continual learning
(2)
named entity recognition
(2)
knowledge distillation
(2)
natural language processing
(2)
text editing
(2)
catastrophic forgetting
(2)
retrieval-augmented generation
(2)
policy optimization
(1)
attention mechanism
(1)
knowledge transfer
(1)
fact verification
(1)
sequential decision making
(1)
adversarial robustness
(1)
curriculum learning
(1)
text classification
(1)
semi-supervised learning
(1)
data augmentation
(1)
Papers
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
ACL 2026
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
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
EMNLP 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
ACL 2025
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
ACL 2025
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
ACL 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
ICLR 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
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
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
Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering
COLING 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
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking
ACL 2022