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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
Detecting Depression in Thai Blog Posts: a Dataset and a Baseline
EMNLP 2021
Improving Punctuation Restoration for Speech Transcripts via External Data
EMNLP 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models
EMNLP 2021
UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers
CVPR 2021
Lesion-Aware Transformers for Diabetic Retinopathy Grading
CVPR 2021
QPIC: Query-Based Pairwise Human-Object Interaction Detection With Image-Wide Contextual Information
CVPR 2021
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
CVPR 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking
CVPR 2021
MaX-DeepLab: End-to-End Panoptic Segmentation With Mask Transformers
CVPR 2021
Dynamic Head: Unifying Object Detection Heads With Attentions
CVPR 2021
The Image Local Autoregressive Transformer
NIPS 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training
CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning
CVPR 2021
Detection of Puffery on the English Wikipedia
EMNLP 2021
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection
EMNLP 2021
BART for Post-Correction of OCR Newspaper Text
EMNLP 2021
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation
EMNLP 2021
Intrinsic evaluation of language models for code-switching
EMNLP 2021
RoBLEURT Submission for WMT2021 Metrics Task
EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task
EMNLP 2021
Ensemble Fine-tuned mBERT for Translation Quality Estimation
EMNLP 2021
SYSTRAN @ WMT 2021: Terminology Task
EMNLP 2021
Translation Transformers Rediscover Inherent Data Domains
EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task
EMNLP 2021
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