Songqiao Han
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
anomaly detection
(2)
unsupervised learning
(1)
benchmark evaluation
(1)
text classification
(1)
in-context learning
(1)
information extraction
(1)
prompt engineering
(1)
deep learning
(1)
label smoothing
(1)
structured output
(1)
loss function design
(1)
algorithm comparison
(1)
noisy datum
(1)
label distribution
(1)
semantic overlap
(1)
label confusion
(1)
one-hot representation
(1)
noisy dataset
(1)
deep learning method
(1)
automated design selection
(1)
Papers
Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs
EMNLP 2024
ADGym: Design Choices for Deep Anomaly Detection
NIPS 2023
ADBench: Anomaly Detection Benchmark
NIPS 2022
Label Confusion Learning to Enhance Text Classification Models
AAAI 2021