Intent Classification

NatCS: Eliciting Natural Customer Support Dialogues ACL 2023 OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023 PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023 Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023 QAID: Question Answering Inspired Few-shot Intent Detection ICLR 2023 RankAug: Augmented data ranking for text classification EMNLP 2023 Resolving Indirect Referring Expressions for Entity Selection ACL 2023 Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023 Sampling bias in NLU models: Impact and Mitigation Interspeech 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023 SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NeurIPS 2023 SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties EACL 2023 STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023 tagE: Enabling an Embodied Agent to Understand Human Instructions EMNLP 2023 The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification EACL 2023 Time-Considerable Dialogue Models via Reranking by Time Dependency EMNLP 2023 TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification EMNLP 2023 Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks AAAI 2023 Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ACL 2023 Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023 Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets Interspeech 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 Unified Contextual Query Rewriting ACL 2023 WhiSLU: End-to-End Spoken Language Understanding with Whisper Interspeech 2023