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Neural Networks

11,300 papers

Papers per year

Papers

Do explanations make VQA models more predictable to a human? EMNLP 2018
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection EMNLP 2018
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification EMNLP 2018
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks EMNLP 2018
Representing Social Media Users for Sarcasm Detection EMNLP 2018
Rational Recurrences EMNLP 2018
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018
TVQA: Localized, Compositional Video Question Answering EMNLP 2018
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention EMNLP 2018
Disambiguated skip-gram model EMNLP 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference EMNLP 2018
Convolutional Interaction Network for Natural Language Inference EMNLP 2018
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
Learning Context-Sensitive Convolutional Filters for Text Processing EMNLP 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller EMNLP 2018
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension EMNLP 2018
N-ary Relation Extraction using Graph-State LSTM EMNLP 2018
Large-scale Exploration of Neural Relation Classification Architectures EMNLP 2018
A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018
Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks EMNLP 2018
SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories EMNLP 2018
Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018