intent classification

MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023 Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023 OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023 Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023 RankAug: Augmented data ranking for text classification EMNLP 2023 Reliable and Interpretable Drift Detection in Streams of Short Texts ACL 2023 Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 Sampling bias in NLU models: Impact and Mitigation Interspeech 2023 SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NeurIPS 2023 SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling ACL 2023 STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023 Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention EMNLP 2023 The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation 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 Open Environment Intent Prediction ACL 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 WhiSLU: End-to-End Spoken Language Understanding with Whisper Interspeech 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 Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022 Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches AACL 2022 Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System COLING 2022