Intent Classification

Deep Unknown Intent Detection with Margin Loss ACL 2019 DSTC7 Task 1: Noetic End-to-End Response Selection ACL 2019 Fermi at SemEval-2019 Task 8: An elementary but effective approach to Question Discernment in Community QA Forums SemEval 2019 Hybrid Arbitration Using Raw ASR String and NLU Information — Taking the Best of Both Embedded World and Cloud World Interspeech 2019 Incremental processing of noisy user utterances in the spoken language understanding task EMNLP 2019 Iterative Delexicalization for Improved Spoken Language Understanding Interspeech 2019 Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019 Metric Learning for Dynamic Text Classification EMNLP 2019 Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019 Neural Transition Systems for Modeling Hierarchical Semantic Representations Interspeech 2019 Rationally Reappraising ATIS-based Dialogue Systems ACL 2019 Recognition of Intentions of Users’ Short Responses for Conversational News Delivery System Interspeech 2019 Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019 SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems CoNLL 2019 Slot Filling with Weighted Multi-Encoders for Out-of-Domain Values Interspeech 2019 Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019 WAIS: Word Attention for Joint Intent Detection and Slot Filling AAAI 2019 Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification EMNLP 2018 A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018 Assigning people to tasks identified in email: The EPA dataset for addressee tagging for detected task intent EMNLP 2018 Attention-based Semantic Priming for Slot-filling ACL 2018 Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning EMNLP 2018 Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network ACL 2018 Cross-Lingual Multi-Task Neural Architecture for Spoken Language Understanding Interspeech 2018 CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ACL 2018