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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)

Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition EMNLP 2018
Variational Sequential Labelers for Semi-Supervised Learning EMNLP 2018
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP 2018
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018
Unsupervised Multilingual Word Embeddings EMNLP 2018
CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text EMNLP 2018
Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources EMNLP 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018
Addressing Troublesome Words in Neural Machine Translation EMNLP 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018
Contextual Parameter Generation for Universal Neural Machine Translation EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018
Non-Adversarial Unsupervised Word Translation EMNLP 2018
Semi-Autoregressive Neural Machine Translation EMNLP 2018
Understanding Back-Translation at Scale EMNLP 2018
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings EMNLP 2018