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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)

UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models EMNLP 2018
Scaling Neural Machine Translation EMNLP 2018
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation EMNLP 2018
Improving Neural Language Models with Weight Norm Initialization and Regularization EMNLP 2018
Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations EMNLP 2018
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018
Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018
Neural Machine Translation into Language Varieties EMNLP 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation EMNLP 2018
Simple Fusion: Return of the Language Model EMNLP 2018
Correcting Length Bias in Neural Machine Translation EMNLP 2018
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation EMNLP 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2018
Input Combination Strategies for Multi-Source Transformer Decoder EMNLP 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018
Findings of the Third Shared Task on Multimodal Machine Translation EMNLP 2018
An Empirical Study of Machine Translation for the Shared Task of WMT18 EMNLP 2018
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings EMNLP 2018
Alibaba’s Neural Machine Translation Systems for WMT18 EMNLP 2018
The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018 EMNLP 2018
The AFRL WMT18 Systems: Ensembling, Continuation and Combination EMNLP 2018
The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP 2018
TencentFmRD Neural Machine Translation for WMT18 EMNLP 2018
The MLLP-UPV German-English Machine Translation System for WMT18 EMNLP 2018