Intent Classification

Data Collection for Dialogue System: A Startup Perspective NAACL 2018 DeepPavlov: Open-Source Library for Dialogue Systems ACL 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018 Is ATIS Too Shallow to Go Deeper for Benchmarking Spoken Language Understanding Models? Interspeech 2018 Mapping natural language commands to web elements EMNLP 2018 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Robust Spoken Language Understanding via Paraphrasing Interspeech 2018 Semantic Parsing for Task Oriented Dialog using Hierarchical Representations EMNLP 2018 Supervised Clustering of Questions into Intents for Dialog System Applications EMNLP 2018 A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification IJCNLP 2017 EUDAMU at SemEval-2017 Task 11: Action Ranking and Type Matching for End-User Development SemEval 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 Opportunistic Active Learning for Grounding Natural Language Descriptions CoRL 2017 SemEval-2017 Task 11: End-User Development using Natural Language SemEval 2017 Teaching Robots through Situated Interactive Dialogue and Visual Demonstrations IJCAI 2017 Tracking by Natural Language Specification CVPR 2017 Zero-Shot Learning Across Heterogeneous Overlapping Domains Interspeech 2017 Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Interspeech 2016 Detection of User Escalation in Human-Computer Interactions Interspeech 2016 Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016 Domainless Adaptation by Constrained Decoding on a Schema Lattice COLING 2016 High Accuracy Rule-based Question Classification using Question Syntax and Semantics COLING 2016 Joint Inference for Mode Identification in Tutorial Dialogues COLING 2016