Architectures

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 Tangent Convolutions for Dense Prediction in 3D CVPR 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 TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture SemEval 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 Team Papelo: Transformer Networks at FEVER EMNLP 2018 Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks EMNLP 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 Temporal Transformer Networks for Acoustic Scene Classification Interspeech 2018 TencentFmRD Neural Machine Translation for WMT18 EMNLP 2018 Tencent Neural Machine Translation Systems for WMT18 EMNLP 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