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← Deep Learning
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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
ColloQL: Robust Text-to-SQL Over Search Queries EMNLP 2020
Multitask Learning of Negation and Speculation using Transformers EMNLP 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text Data EMNLP 2020
ARBML: Democratizing Arabic Natural Language Processing Tools EMNLP 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020
WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020
Effective distributed representations for academic expert search EMNLP 2020
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. EMNLP 2020
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction EMNLP 2020
Cydex: Neural Search Infrastructure for the Scholarly Literature EMNLP 2020
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020
NLP-PINGAN-TECH @ CL-SciSumm 2020 EMNLP 2020
AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20 EMNLP 2020
IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020 EMNLP 2020
1A-Team / Martin-Luther-Universität Halle-Wittenberg@CLSciSumm 20 EMNLP 2020
IR&TM-NJUST@CLSciSumm 20 EMNLP 2020
CiteQA@CLSciSumm 2020 EMNLP 2020
Dimsum @LaySumm 20 EMNLP 2020
Using Pre-Trained Transformer for Better Lay Summarization EMNLP 2020
Summaformers @ LaySumm 20, LongSumm 20 EMNLP 2020