conftrace_

intent detection

190 papers

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ID

Co-occurring keywords

slot filling (263) spoken language understanding (299) dialogue system (1667) few-shot learning (3398) natural language understanding (846) intent classification (372) cross-lingual transfer (1477) contrastive learning (4032) large language model (13587) task-oriented dialogue (326)

Papers

Intent Detection and Entity Extraction from Biomedical Literature COLING 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024
Learning to Select from Multiple Options AAAI 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023
Improved Instruction Ordering in Recipe-Grounded Conversation ACL 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
DiffSLU: Knowledge Distillation Based Diffusion Model for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
Cross-lingual/Cross-channel Intent Detection in Contact-Center Conversations INTERSPEECH 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic EMNLP 2023
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ACL 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023