Junhua Ding
2 papers · Latest:
Natural Language Processing
OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
OCR-Memory enables LLM agents to retain long-term experience by encoding historical trajectories visually, overcoming text-context limits and reducing hallucination.
2604.26622
Natural Language ProcessingLLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation
LLM-ReSum is a self-reflective framework that uses LLM-based evaluation to improve summary quality without model finetuning.
2604.25665
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