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Intent Classification

514 directly classified papers

Papers per year

Papers

APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023
An Intent-based and Annotation-free Method for Duplicate Question Detection in CQA Forums EMNLP 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification EACL 2023
Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection ACL 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NIPS 2023
Resolving Indirect Referring Expressions for Entity Selection ACL 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023
DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners ICCV 2023
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023
Entity Contrastive Learning in a Large-Scale Virtual Assistant System ACL 2023
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding AAAI 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
Introducing Semantics into Speech Encoders ACL 2023
Improved Instruction Ordering in Recipe-Grounded Conversation ACL 2023
Cross-lingual/Cross-channel Intent Detection in Contact-Center Conversations INTERSPEECH 2023
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
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks AAAI 2023
Adversarial Self-Attention for Language Understanding AAAI 2023
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023
Learning to Select from Multiple Options AAAI 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023