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Recurrent Neural Networks

593 papers

Papers per year

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18
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Papers

Cross-topic Argument Mining from Heterogeneous Sources EMNLP 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
Deep Attentive Sentence Ordering Network EMNLP 2018
Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018
Direct Output Connection for a High-Rank Language Model EMNLP 2018
Pyramidal Recurrent Unit for Language Modeling EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Joint Learning for Targeted Sentiment Analysis EMNLP 2018
A Tree-based Decoder for Neural Machine Translation EMNLP 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018
Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018
State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018
Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Jump to better conclusions: SCAN both left and right EMNLP 2018
Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018
Closing Brackets with Recurrent Neural Networks EMNLP 2018
Context-Free Transductions with Neural Stacks EMNLP 2018
State Gradients for RNN Memory Analysis EMNLP 2018
Limitations in learning an interpreted language with recurrent models EMNLP 2018
Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018