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attention mechanism

4001 papers

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Also known as

AM ATTENTION

Co-occurring keywords

neural network (6616) convolutional neural network (4226) multimodal learning (4645) transformer architecture (1560) graph neural network (3962) recurrent neural network (1790) text classification (6793) representation learning (6206) large language model (13587) neural machine translation (2310)

Papers

Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction L4DC 2024
STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents L4DC 2024
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation CVPR 2024
Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024
Dynamic Multi-granularity Attribution Network for Aspect-based Sentiment Analysis EMNLP 2024
External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models EMNLP 2024
Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement EMNLP 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog COLING 2024
Multi-Granularity Fusion Text Semantic Matching Based on WoBERT COLING 2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction EMNLP 2024
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024
Dissecting Query-Key Interaction in Vision Transformers NIPS 2024
LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SEMEVAL 2024
Even Sparser Graph Transformers NIPS 2024
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024
You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024
On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes IJCAI 2024
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024
SEAVER: Attention Reallocation for Mitigating Distractions in Language Models for Conditional Semantic Textual Similarity Measurement EMNLP 2024
Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024
Improving LLM Attributions with Randomized Path-Integration EMNLP 2024