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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input NAACL 2018
QuickEdit: Editing Text & Translations by Crossing Words Out NAACL 2018
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens NAACL 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
Improving Lexical Choice in Neural Machine Translation NAACL 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets 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
Neural Models of Factuality 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
Implicit Argument Prediction with Event Knowledge NAACL 2018
Multimodal Named Entity Recognition for Short Social Media Posts 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
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018