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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)

On Tree-Based Neural Sentence Modeling EMNLP 2018
Language Modeling with Sparse Product of Sememe Experts EMNLP 2018
Siamese Network-Based Supervised Topic Modeling EMNLP 2018
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018
Modeling Online Discourse with Coupled Distributed Topics EMNLP 2018
Multi-Source Domain Adaptation with Mixture of Experts EMNLP 2018
A Neural Model of Adaptation in Reading EMNLP 2018
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018
Lexicosyntactic Inference in Neural Models EMNLP 2018
Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Joint Learning for Targeted Sentiment Analysis EMNLP 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP 2018
Interpretable Emoji Prediction via Label-Wise Attention LSTMs EMNLP 2018
A Tree-based Decoder for Neural Machine Translation EMNLP 2018
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation EMNLP 2018
Exploring Recombination for Efficient Decoding of Neural Machine Translation EMNLP 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution EMNLP 2018
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings EMNLP 2018
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018