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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)

Predicting Foreign Language Usage from English-Only Social Media Posts NAACL 2018
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018
Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 2018
Gated Multi-Task Network for Text Classification NAACL 2018
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018
Punny Captions: Witty Wordplay in Image Descriptions NAACL 2018
The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018
Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018
Neural Network based Extreme Classification and Similarity Models for Product Matching NAACL 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Atypical Inputs in Educational Applications NAACL 2018
Benchmarks and models for entity-oriented polarity detection NAACL 2018
Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora NAACL 2018
Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks NAACL 2018
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities NAACL 2018
Deep Learning Approaches to Text Production NAACL 2018
Deep Learning for Conversational AI NAACL 2018
Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System NAACL 2018
Complex Word Identification: Convolutional Neural Network vs. Feature Engineering NAACL 2018
NILC at CWI 2018: Exploring Feature Engineering and Feature Learning NAACL 2018
CLUF: a Neural Model for Second Language Acquisition Modeling NAACL 2018
Neural sequence modelling for learner error prediction NAACL 2018
Co-Attention Based Neural Network for Source-Dependent Essay Scoring NAACL 2018
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health NAACL 2018