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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)

GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020
NUIG: Multitasking Self-attention based approach to SigTyp 2020 Shared Task EMNLP 2020
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation EMNLP 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP 2020
End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks EMNLP 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations EMNLP 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020
End to End Binarized Neural Networks for Text Classification EMNLP 2020
Efficient Inference For Neural Machine Translation EMNLP 2020
Load What You Need: Smaller Versions of Mutililingual BERT EMNLP 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020
A comparison between CNNs and WFAs for Sequence Classification EMNLP 2020
Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task EMNLP 2020
GTCOM Neural Machine Translation Systems for WMT20 EMNLP 2020
DiDi’s Machine Translation System for WMT2020 EMNLP 2020
An Iterative Knowledge Transfer NMT System for WMT20 News Translation Task EMNLP 2020
Tohoku-AIP-NTT at WMT 2020 News Translation Task EMNLP 2020
NRC Systems for the 2020 Inuktitut-English News Translation Task EMNLP 2020
CUNI Submission for the Inuktitut Language in WMT News 2020 EMNLP 2020
Tilde at WMT 2020: News Task Systems EMNLP 2020