Query-focused and Memory-aware Reranker for Long Context Processing
Paper • 2602.12192 • Published • 57
Jiangnan Li
lossisnotanumber
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Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation
Paper • 2310.08943 • Published
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters
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The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding
Paper • 2502.08946 • Published • 192
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
Paper • 2506.08592 • Published • 22
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension
Paper • 2508.01959 • Published • 60
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts
Paper • 2508.09848 • Published • 71
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding
Paper • 2512.17220 • Published • 113