Haowen Liang
7 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
IJCNLP (2)
COLING (1)
NAACL (1)
Top co-authors
Keywords
intent detection
(5)
out-of-distribution detection
(4)
discriminative training
(4)
dialogue system
(3)
few-shot learning
(3)
task-oriented dialogue
(3)
intent classification
(3)
pre-trained language model
(2)
self-supervised learning
(2)
few-shot intent classification
(1)
few-shot intent detection
(1)
direct fine-tuning
(1)
out-of-distribution intent detection
(1)
contrastive learning
(1)
pseudo outlier
(1)
pseudo labeling
(1)
semantic representation
(1)
feature space
(1)
latent representation
(1)
continual pre-training
(1)
Papers
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training
ACL 2023
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
NAACL 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection
COLING 2022
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training
IJCNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
IJCNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
ACL 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training
ACL 2021