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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
KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes
SEMEVAL 2020
XSYSIGMA at SemEval-2020 Task 7: Method for Predicting Headlines’ Humor Based on Auxiliary Sentences with EI-BERT
SEMEVAL 2020
Epipolar Transformers
CVPR 2020
LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention
CVPR 2020
Integrating Linguistic Knowledge to Sentence Paraphrase Generation
AAAI 2020
Multi-Scale Self-Attention for Text Classification
AAAI 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation
AAAI 2020
University of Illinois Submission to the SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2020
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2
ACL 2020
Decoding Language Spatial Relations to 2D Spatial Arrangements
EMNLP 2020
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation
ACL 2020
Sarcasm Identification and Detection in Conversion Context using BERT
ACL 2020
A Novel Hierarchical BERT Architecture for Sarcasm Detection
ACL 2020
On Incorporating Structural Information to improve Dialogue Response Generation
ACL 2020
Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection
ACL 2020
Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean
ACL 2020
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos
EMNLP 2020
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction
EMNLP 2020
Learning to Represent Image and Text with Denotation Graph
EMNLP 2020
Cross-Thought for Sentence Encoder Pre-training
EMNLP 2020
TAG : Type Auxiliary Guiding for Code Comment Generation
ACL 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering
ACL 2020
Lipschitz Constrained Parameter Initialization for Deep Transformers
ACL 2020
Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task
ACL 2020
Metaphor Detection Using Contextual Word Embeddings From Transformers
ACL 2020
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