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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)

MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018
Direct Output Connection for a High-Rank Language Model EMNLP 2018
Disfluency Detection using Auto-Correlational Neural Networks EMNLP 2018
Pyramidal Recurrent Unit for Language Modeling EMNLP 2018
On Tree-Based Neural Sentence Modeling EMNLP 2018
Siamese Network-Based Supervised Topic Modeling EMNLP 2018
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model 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
Interpretable Emoji Prediction via Label-Wise Attention LSTMs EMNLP 2018
A Tree-based Decoder for 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
Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018
State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018
Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018
Recovering Missing Characters in Old Hawaiian Writing EMNLP 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018