← Applications
Natural Language Processing › Applications ›

Intent Classification

514 directly classified papers

Papers per year

Papers

Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023
Adversarial Self-Attention for Language Understanding AAAI 2023
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks AAAI 2023
Learning to Select from Multiple Options AAAI 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023
Unified Contextual Query Rewriting ACL 2023
5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair INTERSPEECH 2023
Label efficient semi-supervised conversational intent classification ACL 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Resolving Indirect Referring Expressions for Entity Selection ACL 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NIPS 2023
An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023
Disambiguated Lexically Constrained Neural Machine Translation ACL 2023
Cross-lingual/Cross-channel Intent Detection in Contact-Center Conversations INTERSPEECH 2023
Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection ACL 2023
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022
Annotating Targets of Toxic Language at the Span Level COLING 2022
Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System COLING 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 2022