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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
The ADAPT System Description for the WMT20 News Translation Task
EMNLP 2020
UoS Participation in the WMT20 Translation of Biomedical Abstracts
EMNLP 2020
Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task
EMNLP 2020
Low-Resource Translation as Language Modeling
EMNLP 2020
CS-NLP Team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task
SEMEVAL 2020
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE
SEMEVAL 2020
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction
SEMEVAL 2020
UoR at SemEval-2020 Task 4: Pre-trained Sentence Transformer Models for Commonsense Validation and Explanation
SEMEVAL 2020
End-to-End Neural Transformer Based Spoken Language Understanding
INTERSPEECH 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings
EMNLP 2020
An Element-aware Multi-representation Model for Law Article Prediction
EMNLP 2020
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models
EMNLP 2020
Cascaded Semantic and Positional Self-Attention Network for Document Classification
EMNLP 2020
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining
EMNLP 2020
Weakly Supervised Medication Regimen Extraction from Medical Conversations
EMNLP 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts
EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies
EMNLP 2020
Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT
EMNLP 2020
Acoustic Scene Analysis with Multi-Head Attention Networks
INTERSPEECH 2020
Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training
INTERSPEECH 2020
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation
INTERSPEECH 2020
ETC: Encoding Long and Structured Inputs in Transformers
EMNLP 2020
BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages
INTERSPEECH 2020
Transformers for One-Shot Visual Imitation
CORL 2020
IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection
SEMEVAL 2020
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