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Deep Learning
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Transformers
9,294 papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task
EMNLP 2021
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters
EMNLP 2021
Quality Estimation Using Dual Encoders with Transfer Learning
EMNLP 2021
QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task
EMNLP 2021
Direct Exploitation of Attention Weights for Translation Quality Estimation
EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language
EMNLP 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation
EMNLP 2021
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task
EMNLP 2021
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks
EMNLP 2021
Can images help recognize entities? A study of the role of images for Multimodal NER
EMNLP 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction
EMNLP 2021
ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian
EMNLP 2021
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation
EMNLP 2021
BART for Post-Correction of OCR Newspaper Text
EMNLP 2021
Coping with Noisy Training Data Labels in Paraphrase Detection
EMNLP 2021
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection
EMNLP 2021
Detection of Puffery on the English Wikipedia
EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text
EMNLP 2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers
EMNLP 2021
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5
EMNLP 2021
3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds
ICCV 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions
ICCV 2021
Attention-Based Multi-Reference Learning for Image Super-Resolution
ICCV 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation
ICCV 2021
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