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Deep Learning
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Transformers
9294 directly classified 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
Aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning
SEMEVAL 2020
Unsupervised Neural Machine Translation for English and Manipuri
AACL 2020
Exploring Self-Attention for Image Recognition
CVPR 2020
Named Entity Recognition in Multi-level Contexts
AACL 2020
ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling
SEMEVAL 2020
Staying True to Your Word: (How) Can Attention Become Explanation?
ACL 2020
SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task
ACL 2020
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks
ACL 2020
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation
CVPR 2020
Non-Local Neural Networks With Grouped Bilinear Attentional Transforms
CVPR 2020
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA
CVPR 2020
Explainable Clinical Decision Support from Text
EMNLP 2020
Investigating representations of verb bias in neural language models
EMNLP 2020
An Empirical Investigation of Contextualized Number Prediction
EMNLP 2020
Introducing a New Dataset for Event Detection in Cybersecurity Texts
EMNLP 2020
Understanding the Difficulty of Training Transformers
EMNLP 2020
Online Conversation Disentanglement with Pointer Networks
EMNLP 2020
On the Ability and Limitations of Transformers to Recognize Formal Languages
EMNLP 2020
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments
EMNLP 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows
EMNLP 2020
Query-Key Normalization for Transformers
EMNLP 2020
The Ubiqus English-Inuktitut System for WMT20
EMNLP 2020
Fancy Man Launches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
EMNLP 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning
SEMEVAL 2020
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