Yulia Tsvetkov
University of Washington(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Hate Speech and Cyberbullying Detection, Multimodal Machine Learning Applications, Text Readability and Simplification
Most-Cited Works
- → SimVLM: Simple Visual Language Model Pretraining with Weak Supervision(2021)342 cited
- → Measuring Bias in Contextualized Word Representations(2019)334 cited
- → Massively Multilingual Word Embeddings(2016)282 cited
- → Metaphor Detection with Cross-Lingual Model Transfer(2014)222 cited
- → Sparse Overcomplete Word Vector Representations(2015)159 cited
- → Evaluation of Word Vector Representations by Subspace Alignment(2015)159 cited
- → Not All Contexts Are Created Equal: Better Word Representations with Variable Attention(2015)147 cited
- Proceedings of the Ninth International Conference on Language Resources and Evaluation(2014)
- → Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies(2018)122 cited
- → From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models(2023)116 cited