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attention mechanism

3975 papers

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Also known as

AM ATTENTION

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neural network (6616) convolutional neural network (4216) multimodal learning (4622) transformer architecture (1555) graph neural network (3945) recurrent neural network (1790) text classification (6776) representation learning (6174) neural machine translation (2310) large language model (12755)

Papers

Cross-modulated Attention Transformer for RGBT Tracking AAAI 2025
NAAM: Node-Aware Attention Mechanism for Distilling GNNs-to-MLP (Student Abstract) AAAI 2025
Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers EMNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models AAAI 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding ACL 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025
Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ACL 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ACL 2025
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation ACL 2025
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025
Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images ICCV 2025
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025
Scalar_NITK at SHROOM-CAP: Multilingual Factual Hallucination and Fluency Error Detection in Scientific Publications Using Retrieval-Guided Evidence and Attention-Based Feature Fusion IJCNLP 2025
HoliTracer: Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery ICCV 2025
Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries EMNLP 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025
DistinctAD: Distinctive Audio Description Generation in Contexts CVPR 2025