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transformer architecture

1555 papers

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TA

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attention mechanism (3975) neural machine translation (2310) transformer model (1988) representation learning (6174) language model (4573) neural network (6616) self-attention mechanism (350) multimodal learning (4622) machine translation (2472) large language model (12755)

Papers

LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task COLING 2024
Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition INTERSPEECH 2024
Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency COLING 2024
QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024
How Much Context Does My Attention-Based ASR System Need? INTERSPEECH 2024
Advancing Video Synchronization with Fractional Frame Analysis: Introducing a Novel Dataset and Model AAAI 2024
UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets CVPR 2024
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation NIPS 2024
MUNI-NLP Submission for Czech-Ukrainian Translation Task at WMT23 EMNLP 2023
Recasting Self-Attention with Holographic Reduced Representations ICML 2023
One Wide Feedforward Is All You Need EMNLP 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision ICCV 2023
End-to-end 3D Tracking with Decoupled Queries ICCV 2023
KYB General Machine Translation Systems for WMT23 EMNLP 2023
Interaction-aware Joint Attention Estimation Using People Attributes ICCV 2023
Segment Every Reference Object in Spatial and Temporal Spaces ICCV 2023
Hybrid Spectral Denoising Transformer with Guided Attention ICCV 2023
HDFormer: High-order Directed Transformer for 3D Human Pose Estimation IJCAI 2023
The HW-TSC’s Simultaneous Speech-to-Text Translation System for IWSLT 2023 Evaluation ACL 2023
Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints ICCV 2023
How Much Temporal Long-Term Context is Needed for Action Segmentation? ICCV 2023
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023