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2026 顶会论文

作者位次 #2/4ICLR 2026Poster· Applications / Language, Speech and Dialog

Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding

Seongwoong Shim · Myunsoo Kim · Jae Cho · Byung-Jun Lee

检索与知识多模态效率与系统OpenReview

一作CVPR 2026Poster· Computer Vision & Pattern Recognition

FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment

Myunsoo Kim · Seongwoong Shim · Byung-Jun Lee

对齐与偏好多模态OpenReview 项目页

作者位次 #5/7ACL 2026Findings· Findings of ACL

G raph M ind: LLM s as Dynamic Knowledge Builders for Sequential Decision-Making

Sunguk Shin · Hayeong Lee · Jun Ho Seo · Jinho Lee · Myunsoo Kim · Minsuk Chang · Byung-Jun Lee

摘要

While the reasoning capabilities of large language models (LLMs) have advanced considerably, efficiently internalizing and leveraging new information in dynamically interactive environments remains a significant challenge. This limitation is particularly pronounced in partially observable environ...

检索与知识推理智能体与工具OpenReview 项目页

Myunsoo Kim

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2026 顶会论文

Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding

FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment

G raph M ind: LLM s as Dynamic Knowledge Builders for Sequential Decision-Making

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