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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)

High-risk learning: acquiring new word vectors from tiny data EMNLP 2017
Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers EMNLP 2017
Incremental Skip-gram Model with Negative Sampling EMNLP 2017
Efficient Attention using a Fixed-Size Memory Representation EMNLP 2017
Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017
Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very Personal EMNLP 2017
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation EMNLP 2017
Don’t Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic EMNLP 2017
Do LSTMs really work so well for PoS tagging? – A replication study EMNLP 2017
The Labeled Segmentation of Printed Books EMNLP 2017
Structural Embedding of Syntactic Trees for Machine Comprehension EMNLP 2017
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017
Deep Neural Solver for Math Word Problems EMNLP 2017
Question Generation for Question Answering EMNLP 2017
Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture EMNLP 2017
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model EMNLP 2017
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation EMNLP 2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
Hierarchically-Attentive RNN for Album Summarization and Storytelling EMNLP 2017
Incorporating Global Visual Features into Attention-based Neural Machine Translation. EMNLP 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP 2017
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017
Tensor Fusion Network for Multimodal Sentiment Analysis EMNLP 2017