Parsa Farinneya
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
transfer learning
(2)
text detoxification
(2)
contrastive learning
(1)
text classification
(1)
knowledge distillation
(1)
text generation
(1)
conditional generation
(1)
text style transfer
(1)
computational efficiency
(1)
early exit
(1)
diffusion model
(1)
language model
(1)
dynamic inference
(1)
pre-trained language model
(1)
content preservation
(1)
sentence embedding
(1)
social media
(1)
siamese network
(1)
encoder-decoder model
(1)
generative language model
(1)
Papers
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
EMNLP 2025
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks
SemEval 2024
COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification
EMNLP 2023
DiffuDetox: A Mixed Diffusion Model for Text Detoxification
ACL 2023
Active Learning for Rumor Identification on Social Media
EMNLP 2021