Architectures

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling CoNLL 2017 A simple neural network module for relational reasoning NeurIPS 2017 Assessing Convincingness of Arguments in Online Debates with Limited Number of Features EACL 2017 Associative Embedding: End-to-End Learning for Joint Detection and Grouping NeurIPS 2017 A Structural Representation Learning for Multi-relational Networks IJCAI 2017 A Supervised Approach to Extractive Summarisation of Scientific Papers CoNLL 2017 Asymmetric Feature Maps With Application to Sketch Based Retrieval CVPR 2017 A Syntactic Neural Model for General-Purpose Code Generation ACL 2017 A Systematic Study of Neural Discourse Models for Implicit Discourse Relation EACL 2017 A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations CoNLL 2017 A Transition-Based Directed Acyclic Graph Parser for UCCA ACL 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017 Attention Based CLDNNs for Short-Duration Acoustic Scene Classification Interspeech 2017 Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CoNLL 2017 Attention is All you Need NeurIPS 2017 Attention Modeling for Targeted Sentiment EACL 2017 Attention Networks for Modeling Behaviors in Addiction Counseling Interspeech 2017 Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017 Attention Strategies for Multi-Source Sequence-to-Sequence Learning ACL 2017 Attentive Language Models IJCNLP 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Attentive Recurrent Comparators ICML 2017 Audio Scene Classification with Deep Recurrent Neural Networks Interspeech 2017 Autoencoder Regularized Network For Driving Style Representation Learning IJCAI 2017