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Deep Learning
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Transformers
1816 directly classified papers
Papers per year
2016: 1
2017: 10
2018: 45
2019: 126
2020: 259
2021: 298
2022: 359
2023: 237
2024: 226
2025: 251
2026: 4
Papers
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation
ACL 2021
hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency
ACL 2021
Lotus at SemEval-2021 Task 2: Combination of BERT and Paraphrasing for English Word Sense Disambiguation
ACL 2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation
ACL 2021
UoR at SemEval-2021 Task 4: Using Pre-trained BERT Token Embeddings for Question Answering of Abstract Meaning
ACL 2021
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension
ACL 2021
Gulu at SemEval-2021 Task 7: Detecting and Rating Humor and Offense
ACL 2021
CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers
ACL 2021
TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021
ACL 2021
NHK’s Lexically-Constrained Neural Machine Translation at WAT 2021
ACL 2021
Input Augmentation Improves Constrained Beam Search for Neural Machine Translation: NTT at WAT 2021
ACL 2021
NICT’s Neural Machine Translation Systems for the WAT21 Restricted Translation Task
ACL 2021
TMU NMT System with Japanese BART for the Patent task of WAT 2021
ACL 2021
System Description for Transperfect
ACL 2021
IITP-MT at WAT2021: Indic-English Multilingual Neural Machine Translation using Romanized Vocabulary
ACL 2021
ANVITA Machine Translation System for WAT 2021 MultiIndicMT Shared Task
ACL 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers
ACL 2021
Attention Bottlenecks for Multimodal Fusion
NIPS 2021
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction
NIPS 2021
Diffusion Normalizing Flow
NIPS 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks
NIPS 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers
NIPS 2021
Intriguing Properties of Vision Transformers
NIPS 2021
Probabilistic Transformer For Time Series Analysis
NIPS 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
NIPS 2021
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