Siyang Zhao
3 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (1)
Top co-authors
Keywords
few-shot learning
(3)
text classification
(2)
task-oriented dialogue
(1)
intent classification
(1)
supervised contrastive learning
(1)
gaussian distribution
(1)
novel class
(1)
negative transfer
(1)
distribution estimation
(1)
prototypical network
(1)
slot filling
(1)
pseudo sample
(1)
bidirectional interaction
(1)
pseudo sample generation
(1)
few-shot text classification
(1)
few-shot intent classification
(1)
anchor generation
(1)
contrastive learning
(1)
class calibration
(1)
zero-shot learning
(1)
Papers
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
AAAI 2024
Boosting Few-Shot Text Classification via Distribution Estimation
AAAI 2023
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling
EMNLP 2021