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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
Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models
EMNLP 2020
PATQUEST: Papago Translation Quality Estimation
EMNLP 2020
IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task
EMNLP 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment
EMNLP 2020
Adobe AMPS’s Submission for Very Low Resource Supervised Translation Task at WMT20
EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media
EMNLP 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations
EMNLP 2020
Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality
AACL 2020
Effective Architectures for Low Resource Multilingual Named Entity Transliteration
AACL 2020
Data Augmentation using Pre-trained Transformer Models
AACL 2020
Improving Arabic Text Categorization Using Transformer Training Diversification
COLING 2020
Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
COLING 2020
A Unified Model for Arabizi Detection and Transliteration using Sequence-to-Sequence Models
COLING 2020
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization
COLING 2020
Exploring the Power of Romanian BERT for Dialect Identification
COLING 2020
HeLju@VarDial 2020: Social Media Variety Geolocation with BERT Models
COLING 2020
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification
COLING 2020
Neural Machine Translation for translating into Croatian and Serbian
COLING 2020
Red Dragon AI at TextGraphs 2020 Shared Task : LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking
COLING 2020
ChiSquareX at TextGraphs 2020 Shared Task: Leveraging Pretrained Language Models for Explanation Regeneration
COLING 2020
PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods
COLING 2020
Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting
AACL 2020
MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding
WACV 2020
Self-Attention Network for Skeleton-based Human Action Recognition
WACV 2020
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention
WACV 2020
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