Toutanova, Kristina

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2019) · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 54,325

Natural Questions: A benchmark for question answering research

Kwiatkowski, T., Palomaki, J., Redfield, O., Collins, M., Parikh, A., Alberti, C., Epstein, D., Polosukhin, I., Devlin, J., Lee, K., et al. (2019) · Transactions of the Association for Computational Linguistics

Topic ModelingInformation Retrieval and Search Behavior

Cited by 2,069

Observed versus latent features for knowledge base and text inference

Toutanova, K., & Chen, D. (2015) · Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality

Advanced Graph Neural NetworksTopic Modeling

Cited by 1,070

Latent retrieval for weakly supervised open domain question answering

Lee, K., Chang, M.-W., & Toutanova, K. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Topic ModelingInformation Retrieval and Search Behavior

Cited by 771

Sparse, Dense, and Attentional Representations for Text Retrieval

Luan, Y., Eisenstein, J., Toutanova, K., & Collins, M. (2021) · Transactions of the Association for Computational Linguistics

Information Retrieval and Search BehaviorTopic Modeling

Cited by 363

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Comanici, G., Bieber, E., Schaekermann, M., Pasupat, I., Sachdeva, N., Dhillon, I., Blistein, M., Ram, O., Zhang, D., Rosen, E., et al. (2025) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 69

A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs

Toutanova, K., Brockett, C., Tran, K. M., & Amershi, S. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Advanced Text Analysis TechniquesNatural Language Processing Techniques

Cited by 42

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Shaw, P., Joshi, M., Cohan, J., Berant, J., Pasupat, P., Hu, H., Khandelwal, U., Lee, K., & Toutanova, K. N. (2023) · Advances in Neural Information Processing Systems 36

Usability and User Interface DesignWeb Data Mining and Analysis

Cited by 12