Yinghui Li

Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents

CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction

Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities

AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning

DISRetrieval: Harnessing Discourse Structure for Long Document Retrieval

🤔Emoji2Idiom: Benchmarking Cryptic Symbol Understanding of Multimodal Large Language Models

One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs