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

Continual Few-shot Intent Detection COLING 2022
Building Vietnamese Conversational Smart Home Dataset and Natural Language Understanding Model INTERSPEECH 2022
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval EMNLP 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention IJCAI 2022
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022
Semantic Transportation Prototypical Network for Few-Shot Intent Detection INTERSPEECH 2021
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations NAACL 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP 2021
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity IJCNLP 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning IJCNLP 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks NAACL 2021
A Neural Few-Shot Text Classification Reality Check EACL 2021
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses ACL 2021