Intent Classification

Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023 A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022 Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022 A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022 A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022 Annotating Targets of Toxic Language at the Span Level COLING 2022 A Transformer-based Threshold-Free Framework for Multi-Intent NLU COLING 2022 Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022 Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System COLING 2022 Building Vietnamese Conversational Smart Home Dataset and Natural Language Understanding Model Interspeech 2022 C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022 Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022 CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022 Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022 Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022 Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022 Continual Few-shot Intent Detection COLING 2022 Controlled Data Generation via Insertion Operations for NLU NAACL 2022 Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking EMNLP 2022 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022 Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022 Deliberation Model for On-Device Spoken Language Understanding Interspeech 2022 Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022