Peter Brusilovsky
6 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Keyword Champion
(3)
β
The Questioner
Conferences
ACL (3)
EMNLP (2)
NAACL (1)
Top co-authors
Keywords
text augmentation
(3)
data augmentation
(3)
large language model
(3)
keyphrase generation
(2)
intent classification
(1)
paraphrase generation
(1)
semantic meaning
(1)
generative model
(1)
recurrent neural network
(1)
sample selection
(1)
low-resource setting
(1)
encoder-decoder framework
(1)
lexical diversity
(1)
generation diversity
(1)
absent keyphrase
(1)
cost-benefit analysis
(1)
downstream model
(1)
diversity incentive
(1)
seq2seq keyphrase
(1)
variable number generation
(1)
Papers
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation
EMNLP 2025
LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs?
NAACL 2025
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation
ACL 2024
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness
EMNLP 2023
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
ACL 2020
Deep Keyphrase Generation
ACL 2017