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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)

Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens NAACL 2018
Improving Lexical Choice in Neural Machine Translation NAACL 2018
Deep Neural Models of Semantic Shift NAACL 2018
Mining Possessions: Existence, Type and Temporal Anchors NAACL 2018
Neural Tensor Networks with Diagonal Slice Matrices NAACL 2018
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018
Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018
Efficient Sequence Learning with Group Recurrent Networks NAACL 2018
Nested Named Entity Recognition Revisited NAACL 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018
Supervised Open Information Extraction NAACL 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Neural Syntactic Generative Models with Exact Marginalization NAACL 2018
Noise-Robust Morphological Disambiguation for Dialectal Arabic NAACL 2018
What’s Going On in Neural Constituency Parsers? An Analysis NAACL 2018
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time NAACL 2018
Explainable Prediction of Medical Codes from Clinical Text NAACL 2018
End-to-End Graph-Based TAG Parsing with Neural Networks NAACL 2018
Colorless Green Recurrent Networks Dream Hierarchically NAACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018