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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function AAAI 2019
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction AAAI 2019
Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations AAAI 2019
Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information AAAI 2019
Recurrent Poisson Process Unit for Speech Recognition AAAI 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments ACL 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019
Dynamic Explainable Recommendation Based on Neural Attentive Models AAAI 2019
Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks AAAI 2019
Limitations in learning an interpreted language with recurrent models EMNLP 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition ACL 2018
Personalized Language Model for Query Auto-Completion ACL 2018
Sense-Aware Neural Models for Pun Location in Texts ACL 2018
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation ACL 2018
Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018
Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018
Deep RNNs Encode Soft Hierarchical Syntax ACL 2018
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality ACL 2018
Pre- and In-Parsing Models for Neural Empty Category Detection ACL 2018
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 2018
Disconnected Recurrent Neural Networks for Text Categorization ACL 2018
To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness ACL 2018
GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data ACL 2018
Chinese NER Using Lattice LSTM ACL 2018