Kristina Toutanova

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2019Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)48K citations Open access
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Feature-rich part-of-speech tagging with a cyclic dependency network
Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer
20032,888 citations Open access
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Natural Questions: A Benchmark for Question Answering Research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins +14 more
2019Transactions of the Association for Computational Linguistics2,068 citations Open access
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Observed versus latent features for knowledge base and text inference
Kristina Toutanova, Danqi Chen
20151,069 citations Open access
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Enriching the knowledge sources used in a maximum entropy part-of-speech tagger
Kristina Toutanova, Christopher D. Manning
2000943 citations Open access
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Representing Text for Joint Embedding of Text and Knowledge Bases
Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon +2 more
2015Conference on Empirical Methods in Natural Language Processing (EMNLP)784 citations Open access
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Latent Retrieval for Weakly Supervised Open Domain Question Answering
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
2019Annual Meeting of the Association for Computational Linguistics (ACL)771 citations Open access
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Cross-Sentence N -ary Relation Extraction with Graph LSTMs
Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova +1 more
2017Transactions of the Association for Computational Linguistics444 citations Open access
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Well-Read Students Learn Better: On the Importance of Pre-training Compact Models
Iulia Turc, Chang, Ming-Wei, Kenton Lee, Kristina Toutanova
2019arXiv (Cornell University)412 citations Open access
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BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski +2 more
2019Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)376 citations Open access
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Sparse, Dense, and Attentional Representations for Text Retrieval
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
2021Transactions of the Association for Computational Linguistics362 citations Open access
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Zero-Shot Entity Linking by Reading Entity Descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova +2 more
2019Annual Meeting of the Association for Computational Linguistics (ACL)247 citations Open access
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Learning Discriminative Projections for Text Similarity Measures
Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek
2011216 citations
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BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Chang, Ming-Wei, Tom Kwiatkowski +2 more
2019arXiv (Cornell University)205 citations Open access
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Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment
Jason Smith, Chris Quirk, Kristina Toutanova
2010196 citations
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Pronunciation modeling for improved spelling correction
Kristina Toutanova, Robert C. Moore
2001Annual Meeting of the Association for Computational Linguistics (ACL)188 citations Open access
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Joint learning improves semantic role labeling
Kristina Toutanova, Aria Haghighi, Christopher D. Manning
2005Annual Meeting of the Association for Computational Linguistics (ACL)177 citations Open access
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A Global Joint Model for Semantic Role Labeling
Kristina Toutanova, Aria Haghighi, Christopher D. Manning
2008Computational Linguistics144 citations Open access
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Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text
Kristina Toutanova, Victoria Lin, Wen-tau Yih, Hoifung Poon +1 more
2016Annual Meeting of the Association for Computational Linguistics (ACL)140 citations Open access
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LinGO Redwoods
Stephan Oepen, Dan Flickinger, Kristina Toutanova, Christopher D. Manning
2004Research on Language and Computation139 citations
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The LinGO Redwoods treebank motivation and preliminary applications
Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning +2 more
2002International Conference on Computational Linguistics135 citations Open access
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Unsupervised morphological segmentation with log-linear models
Hoifung Poon, Colin Andrew Cherry, Kristina Toutanova
2009133 citations Open access
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Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova +1 more
2017arXiv (Cornell University)128 citations Open access
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Applying Morphology Generation Models to Machine Translation
Kristina Toutanova, Hisami Suzuki, Achim Ruopp
2008121 citations
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Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation
Iulia Turc, Ming‐Wei Chang, Kenton Lee, Kristina Toutanova
2019arXiv (Cornell University)120 citations Open access
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Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
Peter Martin Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
2021114 citations Open access
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A Bayesian LDA-based model for semi-supervised part-of-speech tagging
Kristina Toutanova, Mark Johnson
2007neural information processing systems111 citations
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A Nested Attention Neural Hybrid Model for Grammatical Error Correction
Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong +2 more
2017Annual Meeting of the Association for Computational Linguistics (ACL)101 citations Open access
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Translingual Document Representations from Discriminative Projections
John C. Platt, Kristina Toutanova, Wen-tau Yih
2010Empirical Methods in Natural Language Processing98 citations
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Generating Complex Morphology for Machine Translation
Einat Minkov, Kristina Toutanova, Hisami Suzuki
200793 citations
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Extensions to HMM-based statistical word alignment models
Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning
200290 citations Open access
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Clickthrough-based latent semantic models for web search
Jianfeng Gao, Kristina Toutanova, Wen-tau Yih
2011International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)82 citations
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Learning random walk models for inducing word dependency distributions
Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng
200482 citations
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The PYTHY Summarization System: Microsoft Research at DUC 2007
Kristina Toutanova, Chris Brockett, Michael Gamon, Jagadeesh Jagarlamudi +2 more
200772 citations
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Text classification in a hierarchical mixture model for small training sets
Kristina Toutanova, Francine Chen, Kris Popat A, Thomas Hofmann
2001ACM International Conference on Information and Knowledge Management (CIKM)67 citations
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Bayesian semi-supervised Chinese word segmentation for statistical machine translation
Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney
2008International Conference on Computational Linguistics64 citations Open access
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Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia
Sungchul Kim, Kristina Toutanova, Hwanjo Yu
201263 citations
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Stochastic HPSG Parse Disambiguation using the Redwoods Corpus
Kristina Toutanova, Christopher D. Manning, Dan Flickinger, Stephan Oepen
2005Research on Language and Computation61 citations
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A joint model for semantic role labeling
Aria Haghighi, Kristina Toutanova, Christopher D. Manning
200557 citations Open access
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Combining heterogeneous classifiers for word-sense disambiguation
Dan Klein, Kristina Toutanova, H. Tolga Ilhan, Sepandar D. Kamvar +1 more
200257 citations Open access
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Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Kenton Lee, Joshi, Mandar, Iulia Turc, Hexiang Hu +6 more
2022arXiv (Cornell University)47 citations Open access
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Survey of data-selection methods in statistical machine translation
Sauleh Eetemadi, William Dodge Lewis, Kristina Toutanova, Hayder Radha
2015Machine Translation47 citations
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Parse Disambiguation for a Rich HPSG Grammar
Kristina Toutanova, Christopher D. Manning, Stuart M. Shieber, Dan Flickinger +1 more
200246 citations
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A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi
2016Conference on Empirical Methods in Natural Language Processing (EMNLP)42 citations Open access
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DISTANT SUPERVISION FOR CANCER PATHWAY EXTRACTION FROM TEXT
Hoifung Poon, Kristina Toutanova, Chris Quirk
2014Pacific Symposium on Biocomputing (PSB)42 citations
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A global model for joint lemmatization and part-of-speech prediction
Kristina Toutanova, Colin Andrew Cherry
200941 citations Open access
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Robust Textual Inference using Diverse Knowledge Sources
Rajat Raina, Aria Haghighi, Christopher Cox, Jenny Rose Finkel +6 more
200541 citations Open access
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Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
Iulia Turc, Kenton Lee, Jacob Eisenstein, Chang, Ming-Wei +1 more
2021arXiv (Cornell University)37 citations Open access
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A Discriminative Syntactic Word Order Model for Machine Translation
Pi-Chuan Chang, Kristina Toutanova
200735 citations
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MSR SPLAT, a language analysis toolkit
Chris Quirk, Pallavi Choudhury, Jianfeng Gao, Hisami Suzuki +5 more
201232 citations
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Most-cited papers