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Attention Mechanism

117 directly classified papers

Papers per year

Papers

Attention Consistency for LLMs Explanation EMNLP 2025
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025
ResCLIP: Residual Attention for Training-free Dense Vision-language Inference CVPR 2025
Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025
Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025
TdAttenMix: Top-Down Attention Guided Mixup AAAI 2025
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025
INFOTEC-NLP at SemEval-2025 Task 11: A Case Study on Transformer-Based Models and Bag of Words ACL 2025
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning CVPR 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025
TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ACL 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
Hierarchical Attention Generates Better Proofs ACL 2025
Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025
Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models ACL 2025
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025
If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation? ACL 2025
CAMixerSR: Only Details Need More "Attention" CVPR 2024
Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024
Mean-Shift Feature Transformer CVPR 2024
Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024