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Natural Language Processing › Applications ›

Intent Classification

516 papers

Papers per year

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Papers

Natural Language Decomposition and Interpretation of Complex Utterances IJCAI 2024
Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024
Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions IJCAI 2024
A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond INTERSPEECH 2024
AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors INTERSPEECH 2024
VN-SLU: A Vietnamese Spoken Language Understanding Dataset INTERSPEECH 2024
An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations INTERSPEECH 2024
Context-Aware Speech Recognition Using Prompts for Language Learners INTERSPEECH 2024
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024
Interpreting User Requests in the Context of Natural Language Standing Instructions NAACL 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024
NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NIPS 2023
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding AAAI 2023
Learning to Select from Multiple Options AAAI 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Adversarial Self-Attention for Language Understanding AAAI 2023
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks AAAI 2023
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023