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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

Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022
Are Multimodal Transformers Robust to Missing Modality? CVPR 2022
SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation CVPR 2022
Text Spotting Transformers CVPR 2022
Collaborative Transformers for Grounded Situation Recognition CVPR 2022
Neural Recognition of Dashed Curves With Gestalt Law of Continuity CVPR 2022
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022
InstaFormer: Instance-Aware Image-to-Image Translation With Transformer CVPR 2022
GMFlow: Learning Optical Flow via Global Matching CVPR 2022
Impact of Sequence Length and Copying on Clause-Level Inflection EMNLP 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022
WeTS: A Benchmark for Translation Suggestion EMNLP 2022
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction EMNLP 2022
Extracting Operator Trees from Model Embeddings EMNLP 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022
ANVITA-African: A Multilingual Neural Machine Translation System for African Languages EMNLP 2022
Unsupervised and Very-Low Resource Supervised Translation on German and Sorbian Variant Languages EMNLP 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NIPS 2022
Staircase Attention for Recurrent Processing of Sequences NIPS 2022
Your Transformer May Not be as Powerful as You Expect NIPS 2022
One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration NIPS 2022
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query NIPS 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers NIPS 2022