Intent Classification

“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation NAACL 2022 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022 Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems NAACL 2021 Adapting Long Context NLM for ASR Rescoring in Conversational Agents Interspeech 2021 A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents NAACL 2021 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021 A Neural Few-Shot Text Classification Reality Check EACL 2021 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021 A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents ACL 2021 A Sequence-to-Sequence Approach to Dialogue State Tracking ACL 2021 Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations NAACL 2021 Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling Interspeech 2021 Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants EMNLP 2021 Contextual Domain Classification with Temporal Representations NAACL 2021 Contextual Rephrase Detection for Reducing Friction in Dialogue Systems EMNLP 2021 Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021 ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021 Deep Open Intent Classification with Adaptive Decision Boundary AAAI 2021 Discovering New Intents with Deep Aligned Clustering AAAI 2021 Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP 2021 Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection AAAI 2021 Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021 Empathetic Dialog Generation with Fine-Grained Intents CoNLL 2021