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Attention

118 papers

Papers per year

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Papers

Exploring Attention Attractors in Large Language Models ACL 2026
CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models ACL 2026
Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs ACL 2026
Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing ACL 2026
Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement ACL 2026
Attention Basin: Why Contextual Position Matters in Large Language Models ACL 2026
RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference ACL 2026
SSA: Improving Performance With a Better Scoring Function ACL 2026
Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations ACL 2026
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs ACL 2026
Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination ACL 2026
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ACL 2026
AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ACL 2026
Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks ACL 2026
Challenging the Explanation Based on Preceding Tokens: Discovering Transferable Non-Literal Biasing ACL 2026
Attention-to-Survival: Multimodal Fracture Risk Prediction Based on Pelvic Radiographs and Clinical Data from the Study of Osteoporotic Fractures MIDL 2026
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025
Less Is More: Token Context-Aware Learning for Object Tracking AAAI 2025
Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025
SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025
Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025
Unique Hard Attention: A Tale of Two Sides ACL 2025
Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025
Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025
Detective Networks: Enhancing Disaster Recognition in Images Through Attention Shifting using Optimal Masking WACV 2025