Neural Networks

Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018 SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags ACL 2018 Supervised Open Information Extraction NAACL 2018 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Syntactically Aware Neural Architectures for Definition Extraction NAACL 2018 Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 Synthesizing Robust Adversarial Examples ICML 2018 SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons SemEval 2018 Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018 Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks SemEval 2018 Target-Sensitive Memory Networks for Aspect Sentiment Classification ACL 2018 Task-Driven Convolutional Recurrent Models of the Visual System NeurIPS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ACL 2018 TDNN-based Multilingual Speech Recognition System for Low Resource Indian Languages Interspeech 2018 TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields SemEval 2018 Temporal Attentive Pooling for Acoustic Event Detection Interspeech 2018 Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018 Temporally Efficient Deep Learning with Spikes ICLR 2018 Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018 Term Extraction via Neural Sequence Labeling a Comparative Evaluation of Strategies Using Recurrent Neural Networks Interspeech 2018 Texterra at SemEval-2018 Task 7: Exploiting Syntactic Information for Relation Extraction and Classification in Scientific Papers SemEval 2018 Textual Aggression Detection through Deep Learning COLING 2018 Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ACL 2018