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Intent Classification

514 directly classified papers

Papers per year

Papers

MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
Cross-lingual/Cross-channel Intent Detection in Contact-Center Conversations INTERSPEECH 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation 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
tagE: Enabling an Embodied Agent to Understand Human Instructions EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023
Dynamic Stance: Modeling Discussions by Labeling the Interactions EMNLP 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification EMNLP 2023
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification EACL 2023
Empathy Intent Drives Empathy Detection EMNLP 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition EMNLP 2023
ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic EMNLP 2023
Time-Considerable Dialogue Models via Reranking by Time Dependency EMNLP 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
ITALIC: An Italian Intent Classification Dataset INTERSPEECH 2023
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
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