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

Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ACL 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
Intent Detection and Slot Filling for Vietnamese INTERSPEECH 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Semantic Parsing of Brief and Multi-Intent Natural Language Utterances EACL 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021
A Comparative Study on Schema-Guided Dialogue State Tracking NAACL 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling IJCNLP 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing IJCNLP 2021
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction IJCAI 2021
Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020
Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020
Efficient Intent Detection with Dual Sentence Encoders ACL 2020
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling EMNLP 2020
HINT3: Raising the bar for Intent Detection in the Wild EMNLP 2020
Few-shot Pseudo-Labeling for Intent Detection COLING 2020
Joint Intent Detection and Entity Linking on Spatial Domain Queries EMNLP 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020
Syntactic Graph Convolutional Network for Spoken Language Understanding COLING 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020