Intent Classification

Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020 Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement AAAI 2020 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020 Efficient Intent Detection with Dual Sentence Encoders ACL 2020 Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization AAAI 2020 End to End Binarized Neural Networks for Text Classification EMNLP 2020 Federated Learning for Spoken Language Understanding COLING 2020 HINT3: Raising the bar for Intent Detection in the Wild EMNLP 2020 Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020 Improving Spoken Language Understanding by Wisdom of Crowds COLING 2020 Integrating the Application and Realization of Mandarin 3rd Tone Sandhi in the Resolution of Sentence Ambiguity Interspeech 2020 Intent Detection with WikiHow AACL 2020 Interactive Classification by Asking Informative Questions ACL 2020 Intra-Correlation Encoding for Chinese Sentence Intention Matching COLING 2020 Joint Intent Detection and Entity Linking on Spatial Domain Queries EMNLP 2020 Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020 Learning to Identify Follow-Up Questions in Conversational Question Answering ACL 2020 Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP 2020 Lin: Unsupervised Extraction of Tasks from Textual Communication COLING 2020 Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020 Multi-Point Semantic Representation for Intent Classification AAAI 2020 Multi-turn Response Selection using Dialogue Dependency Relations EMNLP 2020 Question-Driven Purchasing Propensity Analysis for Recommendation AAAI 2020 Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING 2020