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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
Engaging Image Captioning via Personality
CVPR 2019
PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval
CVPR 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping
CVPR 2019
Attention-Guided Unified Network for Panoptic Segmentation
CVPR 2019
Mask Scoring R-CNN
CVPR 2019
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
CVPR 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks
CVPR 2019
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
CVPR 2019
Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling
CVPR 2019
Dual Attention Network for Scene Segmentation
CVPR 2019
Video Action Transformer Network
CVPR 2019
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions
ACL 2019
Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge
ACL 2019
What Does BERT Look at? An Analysis of BERT’s Attention
ACL 2019
Learning the Dyck Language with Attention-based Seq2Seq Models
ACL 2019
KARNA at COIN Shared Task 1: Bidirectional Encoder Representations from Transformers with relational knowledge for machine comprehension with common sense
EMNLP 2019
Applying BERT to Document Retrieval with Birch
EMNLP 2019
BERT is Not an Interlingua and the Bias of Tokenization
EMNLP 2019
A Recurrent BERT-based Model for Question Generation
EMNLP 2019
Dialect Text Normalization to Normative Standard Finnish
EMNLP 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
EMNLP 2019
Learning to Generate Word- and Phrase-Embeddings for Efficient Phrase-Based Neural Machine Translation
EMNLP 2019
Interrogating the Explanatory Power of Attention in Neural Machine Translation
EMNLP 2019
Transformer-based Model for Single Documents Neural Summarization
EMNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains
EMNLP 2019
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