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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
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
NAACL 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables
NAACL 2021
Mesh Graphormer
ICCV 2021
CTRL-C: Camera Calibration TRansformer With Line-Classification
ICCV 2021
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum
NAACL 2021
Automatic Story Generation: Challenges and Attempts
NAACL 2021
Applying the Transformer to Character-level Transduction
EACL 2021
Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification
EACL 2021
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling
EACL 2021
Evaluating Neural Model Robustness for Machine Comprehension
EACL 2021
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT
EACL 2021
A Few Topical Tweets are Enough for Effective User Stance Detection
EACL 2021
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation
EACL 2021
Multi Output Learning using Task Wise Attention for Predicting Binary Properties of Tweets : Shared-Task-On-Fighting the COVID-19 Infodemic
NAACL 2021
Never guess what I heard... Rumor Detection in Finnish News: a Dataset and a Baseline
NAACL 2021
Identifying Automatically Generated Headlines using Transformers
NAACL 2021
A Package for Learning on Tabular and Text Data with Transformers
NAACL 2021
Multi Task Learning based Framework for Multimodal Classification
NAACL 2021
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification
NAACL 2021
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors
NAACL 2021
On the logistical difficulties and findings of Jopara Sentiment Analysis
NAACL 2021
Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning
NAACL 2021
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization
NAACL 2021
WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers
NAACL 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities
NAACL 2021
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