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Neural Networks

11,723 papers

Papers per year

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Papers

How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018
Word Embeddings for Code-Mixed Language Processing EMNLP 2018
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018
Zero-shot User Intent Detection via Capsule Neural Networks EMNLP 2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts EMNLP 2018
Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018
Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018
Building Context-aware Clause Representations for Situation Entity Type Classification EMNLP 2018
A Genre-Aware Attention Model to Improve the Likability Prediction of Books EMNLP 2018
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis EMNLP 2018
Multi-grained Attention Network for Aspect-Level Sentiment Classification EMNLP 2018
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding EMNLP 2018
Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Entity-aware Image Caption Generation EMNLP 2018
Object Hallucination in Image Captioning EMNLP 2018
Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018
Bottom-Up Abstractive Summarization EMNLP 2018
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network EMNLP 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
A Neural Local Coherence Model for Text Quality Assessment EMNLP 2018
Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences EMNLP 2018
MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018