Ilya Shnayderman
6 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Keywords
text classification
(3)
zero-shot learning
(2)
semantic similarity
(2)
semi-supervised learning
(1)
few-shot learning
(1)
sentiment analysis
(1)
natural language processing
(1)
weakly supervised learning
(1)
natural language generation
(1)
text generation
(1)
paraphrase generation
(1)
weak supervision
(1)
machine learning
(1)
quality control
(1)
language model
(1)
continual pre-training
(1)
sentence embedding
(1)
contextual embedding
(1)
controlled generation
(1)
sentence clustering
(1)
Papers
Zero-shot Topical Text Classification with LLMs - an Experimental Study
EMNLP 2023
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
AAAI 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
EMNLP 2022
Quality Controlled Paraphrase Generation
ACL 2022
Learning Concept Abstractness Using Weak Supervision
EMNLP 2018
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks
ACL 2018