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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)

Sliced Recurrent Neural Networks COLING 2018
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
Double Path Networks for Sequence to Sequence Learning COLING 2018
Multilingual Neural Machine Translation with Task-Specific Attention COLING 2018
Seq2seq Dependency Parsing COLING 2018
Character-Level Feature Extraction with Densely Connected Networks COLING 2018
Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018
Integrating Question Classification and Deep Learning for improved Answer Selection COLING 2018
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering COLING 2018
Attending Sentences to detect Satirical Fake News COLING 2018
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image COLING 2018
Semi-Supervised Disfluency Detection COLING 2018
Bridge Video and Text with Cascade Syntactic Structure COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts COLING 2018
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness COLING 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering COLING 2018
JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena COLING 2018
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing COLING 2018
Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports COLING 2018
LTV: Labeled Topic Vector COLING 2018
Can You Spot the Semantic Predicate in this Video? COLING 2018
Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks COLING 2018
Towards a Computational Lexicon for Moroccan Darija: Words, Idioms, and Constructions COLING 2018