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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)

A Survey on Recent Advances in Named Entity Recognition from Deep Learning models COLING 2018
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs COLING 2018
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018
Convolutional Neural Network for Universal Sentence Embeddings COLING 2018
Learning to Generate Word Representations using Subword Information COLING 2018
Modeling with Recurrent Neural Networks for Open Vocabulary Slots COLING 2018
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection COLING 2018
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs COLING 2018
Sliced Recurrent Neural Networks COLING 2018
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
Double Path Networks for Sequence to Sequence Learning COLING 2018
Multilingual Neural Machine Translation with Task-Specific Attention COLING 2018
Seq2seq Dependency Parsing COLING 2018
Character-Level Feature Extraction with Densely Connected Networks COLING 2018
Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018
Integrating Question Classification and Deep Learning for improved Answer Selection COLING 2018
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering COLING 2018
Attending Sentences to detect Satirical Fake News COLING 2018
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image COLING 2018
Semi-Supervised Disfluency Detection COLING 2018
Bridge Video and Text with Cascade Syntactic Structure COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018