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From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation
score 4
关键词(1): reasoning;顶会接收: ACL
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CHAIRO: Contextual Hierarchical Analogical Induction and Reasoning Optimization for LLMs
score 4
关键词(3): fine-tuning, RAG, reasoning;顶会接收: ACL
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CARO: Chain-of-Analogy Reasoning Optimization for Robust Content Moderation
score 4
关键词(5): fine-tuning, DPO, retrieval-augmented, RAG, reasoning;顶会接收: ACL
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BareBones: Benchmarking Zero-Shot Geometric Comprehension in VLMs
score 4
关键词(2): reasoning, vision-language;顶会接收: CVPR
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Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models
score 4
关键词(1): pre-training;顶会接收: ACL
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GeoMeld: Toward Semantically Grounded Foundation Models for Remote Sensing
score 4
关键词(2): pretraining, agentic;顶会接收: CVPR
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Efficient Process Reward Modeling via Contrastive Mutual Information
score 4
关键词(1): reasoning;顶会接收: ACL
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Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game
score 4
关键词(3): latency, retrieval-augmented, RAG;顶会接收: ACL
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UDAPose: Unsupervised Domain Adaptation for Low-Light Human Pose Estimation
score 3
顶会接收: CVPR
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ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization
score 3
顶会接收: ACL
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VLN-NF: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions
score 3
顶会接收: ACL
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NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results
score 3
顶会接收: CVPR
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Expect the Unexpected? Testing the Surprisal of Salient Entities
score 3
顶会接收: ACL