attention mechanism

3975 papers

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Also known as

AGM GPA AM MHSA QKV DAM ATTENTION MHA IMA

Co-occurring keywords

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