Neural Networks

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 A Supervised Approach to Extractive Summarisation of Scientific Papers CoNLL 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 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 Modeling for Targeted Sentiment EACL 2017 Attention Networks for Modeling Behaviors in Addiction Counseling Interspeech 2017 Attention Strategies for Multi-Source Sequence-to-Sequence Learning ACL 2017 Attentive Language Models IJCNLP 2017 Attentive Recurrent Comparators ICML 2017 Audio Scene Classification with Deep Recurrent Neural Networks Interspeech 2017 Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results Interspeech 2017 Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017 Beyond Words: Deep Learning for Multiword Expressions and Collocations ACL 2017 Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children’s Speech Interspeech 2017 Bidirectional Multirate Reconstruction for Temporal Modeling in Videos CVPR 2017 Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017 Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017 Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets Interspeech 2017 Binary Deep Neural Networks for Speech Recognition Interspeech 2017