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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
Multilingual Code Snippets Training for Program Translation
AAAI 2022
NAIST-NICT-TIT WMT22 General MT Task Submission
EMNLP 2022
Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models
EMNLP 2022
Frozen Pretrained Transformers as Universal Computation Engines
AAAI 2022
Arabic Sentiment Analysis by Pretrained Ensemble
EMNLP 2022
RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs
CVPR 2022
TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task
EMNLP 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems
EMNLP 2022
Transfer learning for multilingual vacancy text generation
EMNLP 2022
Not All Tokens Are Equal: Human-Centric Visual Analysis via Token Clustering Transformer
CVPR 2022
CTIN: Robust Contextual Transformer Network for Inertial Navigation
AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification
AAAI 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus
AACL 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues
CVPR 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors
EMNLP 2022
SBU Figures It Out: Models Explain Figurative Language
EMNLP 2022
DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
AAAI 2022
Probing Pretrained Models of Source Codes
EMNLP 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
EMNLP 2022
The Effects of Language Token Prefixing for Multilingual Machine Translation
AACL 2022
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation
EMNLP 2022
Scaling Up Vision-Language Pre-Training for Image Captioning
CVPR 2022
CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model
EMNLP 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure
EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training
EMNLP 2022
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