Junbao Huang
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
text classification
(2)
data augmentation
(1)
topic modeling
(1)
spoken language understanding
(1)
intent detection
(1)
pre-trained language model
(1)
slot filling
(1)
large language model
(1)
semantic label
(1)
sample filtering
(1)
small model
(1)
hard sample detection
(1)
zero-shot learning
(1)
logits reranking
(1)
Papers
From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection
EMNLP 2025
Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models
ACL 2025
Logits Reranking via Semantic Labels for Hard Samples in Text Classification
EMNLP 2024