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← Deep Learning
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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Syntactic realization with data-driven neural tree grammars COLING 2016
A Neural Attention Model for Disfluency Detection COLING 2016
Detecting Sentence Boundaries in Sanskrit Texts COLING 2016
Attending to Characters in Neural Sequence Labeling Models COLING 2016
Frustratingly Easy Neural Domain Adaptation COLING 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
AttSum: Joint Learning of Focusing and Summarization with Neural Attention COLING 2016
Keystroke dynamics as signal for shallow syntactic parsing COLING 2016
GAKE: Graph Aware Knowledge Embedding COLING 2016
Ranking Responses Oriented to Conversational Relevance in Chat-bots COLING 2016
Different Contexts Lead to Different Word Embeddings COLING 2016
Adverse Drug Reaction Classification With Deep Neural Networks COLING 2016
Chinese Preposition Selection for Grammatical Error Diagnosis COLING 2016
CharNER: Character-Level Named Entity Recognition COLING 2016
A Neural Model for Part-of-Speech Tagging in Historical Texts COLING 2016
Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016
Automatic Labelling of Topics with Neural Embeddings COLING 2016
Siamese Convolutional Networks for Cognate Identification COLING 2016
Chinese Poetry Generation with Planning based Neural Network COLING 2016
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge COLING 2016
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF COLING 2016
Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention COLING 2016
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning COLING 2016
Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings COLING 2016