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Papers
Few-shot Learning for Multi-label Intent Detection
AAAI 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
ACL 2021
Intent Detection and Slot Filling for Vietnamese
Interspeech 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
ACL 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses
ACL 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
ACL 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning
ACL 2021
Semantic Parsing of Brief and Multi-Intent Natural Language Utterances
EACL 2021
Semantic Transportation Prototypical Network for Few-Shot Intent Detection
Interspeech 2021
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks
NAACL 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing
ACL 2021
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
EMNLP 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems
AAAI 2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents
ACL 2020
Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling
COLING 2020
Composed Variational Natural Language Generation for Few-shot Intents
EMNLP 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference
EMNLP 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection
EMNLP 2020
Efficient Intent Detection with Dual Sentence Encoders
ACL 2020
Federated Learning for Spoken Language Understanding
COLING 2020
Few-shot Pseudo-Labeling for Intent Detection
COLING 2020
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding
AAAI 2020
HINT3: Raising the bar for Intent Detection in the Wild
EMNLP 2020
Intent Detection with WikiHow
AACL 2020