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Same Agent, Different Answers: A Repeat-Aware Audit of Corpus-Induced Answer Churn in Retrieval-Augmented QA
score 5
入选 HF Daily Papers；HF 热度: 4 upvotes (+1)；关键词(2): serving, retrieval-augmented
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WnW: Waxing-and-Waning KV Cache for Long-Form Speech LLMs
score 4
关键词(1): compression；顶会接收: EMNLP
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Beyond Factual Knowledge: Benchmarking and Learning Step-Level Procedural Rule Reasoning in Large Language Models
score 4
关键词(1): reasoning；顶会接收: EMNLP
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DIAG: Diagnostic Iterative Alignment and Generation for Data-Efficient Mathematical Preference Distillation
score 4
关键词(2): distillation, reasoning；顶会接收: EMNLP
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Following Motion for Sequential Modeling in Video Frame Interpolation
score 4
关键词(3): lightweight, state space, mamba；顶会接收: ECCV
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Better Retrieval, Worse Robustness: How Multi-hop RAG Amplifies Upstream ASR Errors
score 11
入选 HF Daily Papers；HF 热度: 6 upvotes (+2)；有代码实现；关键词(3): lightweight, retrieval-augmented, RAG；顶会接收: EMNLP
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The Illusion of Control: Why Bare Classifier Inversion Silently Fails in Concept-Bottleneck Text Generation
score 4
关键词(1): deployment；顶会接收: EMNLP
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ENCORE: Entropy-Guided Cropping and Attention Regularization for Robust Vision--Language Understanding
score 4
机构: Huawei；关键词(3): lightweight, fine-tuning, vision-language
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Meta-Moderator: Empowering Multi-Agent Debate with Meta-Cognition
score 4
关键词(1): reasoning；顶会接收: EMNLP
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Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia
score 4
关键词(2): reasoning, vision-language；顶会接收: EMNLP
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Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
score 12
入选 HF Daily Papers；HF 热度: 15 upvotes (+3)；有代码实现；关键词(3): PPO, GRPO, reasoning；顶会接收: EMNLP
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The Emergence of Relevance Through Axiomatic Attention Patterns During LoRA Fine-Tuning
score 4
关键词(1): fine-tuning；顶会接收: EMNLP
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Cross-Domain, Multi-Task Data-to-Text Generation without In-Domain Training Data
score 4
关键词(3): scaling, distillation, fine-tuning；顶会接收: EMNLP
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MetaCaster: Meta-Harness-Optimized Agent for End-to-End Few-Shot Learning of Lightweight Time Series Forecasters
score 4
关键词(3): lightweight, deployment, agentic；顶会接收: EMNLP
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SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning
score 4
关键词(4): fine-tuning, post-training, agentic, reasoning；顶会接收: ICML