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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

On the Realization of Compositionality in Neural Networks ACL 2019
Evaluating Recurrent Neural Network Explanations ACL 2019
Character Eyes: Seeing Language through Character-Level Taggers ACL 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019
RNN Embeddings for Identifying Difficult to Understand Medical Words ACL 2019
Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation ACL 2019
Neural data-to-text generation: A comparison between pipeline and end-to-end architectures EMNLP 2019
RNN Architecture Learning with Sparse Regularization EMNLP 2019
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation EMNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019
Negative Focus Detection via Contextual Attention Mechanism EMNLP 2019
Semantic graph parsing with recurrent neural network DAG grammars EMNLP 2019
An End-to-End Generative Architecture for Paraphrase Generation EMNLP 2019
Subtopic-driven Multi-Document Summarization EMNLP 2019
PaLM: A Hybrid Parser and Language Model EMNLP 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019
A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019
What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019
A Hierarchically-Labeled Portuguese Hate Speech Dataset ACL 2019
Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019