Zornitsa Kozareva

University of North Carolina at Chapel Hill — United States

Computer Science · Physical Sciences

27h-index4.1kcitations106works0.02yr avg
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Research Topics

Topic Modeling(66), Natural Language Processing Techniques(55), Advanced Text Analysis Techniques(17), Semantic Web and Ontologies(11), Sentiment Analysis and Opinion Mining(10)

Publications106 total

Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models
2023· 18 citedOpen Access
Approximating 1-Wasserstein Distance with Trees
arXiv (Cornell University)·2022· 4 citedOpen Access
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
arXiv (Cornell University)·2022· 4 citedOpen Access
Improving In-Context Few-Shot Learning via Self-Supervised Training
arXiv (Cornell University)·2022· 1 citedOpen Access
Improving In-Context Few-Shot Learning via Self-Supervised Training
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies·2022· 20 citedOpen Access
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
2022· 17 citedOpen Access
Front Matter
2022Open Access
Front Matter
2022Open Access
Efficient Large Scale Language Modeling with Mixtures of Experts
2022· 68 citedOpen Access
Few-shot Learning with Multilingual Generative Language Models
2022· 104 citedOpen Access
Front Matter
2022Open Access
Few-shot Learning with Multilingual Language Models
arXiv (Cornell University)·2021· 74 citedOpen Access
Efficient Large Scale Language Modeling with Mixtures of Experts
arXiv (Cornell University)·2021· 13 citedOpen Access
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs
arXiv (Cornell University)·2021· 15 citedOpen Access
Fixed Support Tree-Sliced Wasserstein Barycenter
arXiv (Cornell University)·2021· 2 citedOpen Access
Sentiment Prediction Using Collaborative Filtering
Proceedings of the International AAAI Conference on Web and Social Media·2021· 31 citedOpen Access
SoDA: On-device Conversational Slot Extraction
2021Open Access
On-Device Text Representations Robust To Misspellings via Projections
2021Open Access
ProFormer: Towards On-Device LSH Projection Based Transformers
2021· 2 citedOpen Access
Front Matter
2020Open Access
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Frequent Co-authors

Preslav Nakov(9), Veselin Stoyanov(9), Eduard Hovy(7), Mona Diab(7), Andrés Montoyo(7), Stan Śzpakowicz(6), Iris Hendrickx(5), Diarmuid Ó Séaghdha(5), Todor Mihaylov(5), Jingfei Du(5), Ramakanth Pasunuru(5), Srinivasan Iyer(5), Su Nam Kim(4), Sebastian Padó(4), Marco Pennacchiotti(4), Lorenza Romano(4), Xi Victoria Lin(4), Mikel Artetxe(4), Shuohui Chen(4), Myle Ott(4)