Kristina Toutanova

According to our database, Kristina Toutanova authored at least 84 papers between 1997 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Efficient End-to-End Visual Document Understanding with Rationale Distillation.

Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova

CoRR, 2023

Anchor Prediction: Automatic Refinement of Internet Links.

Nelson F. Liu, Kenton Lee, Kristina Toutanova

CoRR, 2023

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

Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.

Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova

Proceedings of the International Conference on Machine Learning, 2023

Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.

Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.

Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Generating recommendations for entity-oriented exploratory search.

David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova

CoRR, 2022

Improving Compositional Generalization with Latent Structure and Data Augmentation.

Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.

Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Entity-Centric Query Refinement.

David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova

Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

2021

Sparse, Dense, and Attentional Representations for Text Retrieval.

Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins

Trans. Assoc. Comput. Linguistics, 2021

Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer.

Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova

CoRR, 2021

Joint Passage Ranking for Diverse Multi-Answer Retrieval.

Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Representations for Question Answering from Documents with Tables and Text.

Vicky Zayats, Kristina Toutanova, Mari Ostendorf

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?

Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Contextualized Representations Using Textual Encyclopedic Knowledge.

Mandar Joshi, Kenton Lee, Yi Luan, Kristina Toutanova

CoRR, 2020

Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.

Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Natural Questions: a Benchmark for Question Answering Research.

Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov

Trans. Assoc. Comput. Linguistics, 2019

Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation.

Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

CoRR, 2019

Language Model Pre-training for Hierarchical Document Representations.

Ming-Wei Chang, Kristina Toutanova, Kenton Lee, Jacob Devlin

CoRR, 2019

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

Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Zero-Shot Entity Linking by Reading Entity Descriptions.

Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Latent Retrieval for Weakly Supervised Open Domain Question Answering.

Kenton Lee, Ming-Wei Chang, Kristina Toutanova

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Improving Span-based Question Answering Systems with Coarsely Labeled Data.

Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur P. Parikh, Michael Collins, Kristina Toutanova

CoRR, 2018

2017

Cross-Sentence N-ary Relation Extraction with Graph LSTMs.

Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih

Trans. Assoc. Comput. Linguistics, 2017

NLP for Precision Medicine.

Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

A Nested Attention Neural Hybrid Model for Grammatical Error Correction.

Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong, Jianfeng Gao

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses.

Yuval Marton, Kristina Toutanova

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

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

Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text.

Kristina Toutanova, Xi Victoria Lin, Wen-tau Yih, Hoifung Poon, Chris Quirk

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Microsummarization of Online Reviews: An Experimental Study.

Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Survey of data-selection methods in statistical machine translation.

Sauleh Eetemadi, William Lewis, Kristina Toutanova, Hayder Radha

Mach. Transl., 2015

Distant Supervision for Cancer Pathway Extraction from Text.

Hoifung Poon, Kristina Toutanova, Chris Quirk

Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Grounded Semantic Parsing for Complex Knowledge Extraction.

Ankur P. Parikh, Hoifung Poon, Kristina Toutanova

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Detecting Translation Direction: A Cross-Domain Study.

Sauleh Eetemadi, Kristina Toutanova

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Representing Text for Joint Embedding of Text and Knowledge Bases.

Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Model Selection for Type-Supervised Learning with Application to POS Tagging.

Kristina Toutanova, Waleed Ammar, Pallavi Choudhury, Hoifung Poon

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Observed versus latent features for knowledge base and text inference.

Kristina Toutanova, Danqi Chen

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015

2014

Asymmetric Features Of Human Generated Translation.

Sauleh Eetemadi, Kristina Toutanova

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data.

Avneesh Saluja, Hany Hassan, Kristina Toutanova, Chris Quirk

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Beyond Left-to-Right: Multiple Decomposition Structures for SMT.

Hui Zhang, Kristina Toutanova, Chris Quirk, Jianfeng Gao

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Regularized Minimum Error Rate Training.

Michel Galley, Chris Quirk, Colin Cherry, Kristina Toutanova

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines.

Kristina Toutanova, Byung-Gyu Ahn

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

MSR SPLAT, a language analysis toolkit.

Chris Quirk, Pallavi Choudhury, Jianfeng Gao, Hisami Suzuki, Kristina Toutanova, Michael Gamon, Wen-tau Yih, Colin Cherry, Lucy Vanderwende

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia.

Sungchul Kim, Kristina Toutanova, Hwanjo Yu

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Clickthrough-based latent semantic models for web search.

Jianfeng Gao, Kristina Toutanova, Wen-tau Yih

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Learning Discriminative Projections for Text Similarity Measures.

Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek

Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity.

Kristina Toutanova, Michel Galley

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models.

Jason Naradowsky, Kristina Toutanova

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment.

Jason R. Smith, Chris Quirk, Kristina Toutanova

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Translingual Document Representations from Discriminative Projections.

John C. Platt, Kristina Toutanova, Wen-tau Yih

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A Discriminative Lexicon Model for Complex Morphology.

Minwoo Jeong, Kristina Toutanova, Hisami Suzuki, Chris Quirk

Proceedings of the 9th Conference of the Association for Machine Translation in the Americas: Research Papers, 2010

2009

Unsupervised Morphological Segmentation with Log-Linear Models.

Hoifung Poon, Colin Cherry, Kristina Toutanova

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Joint Optimization for Machine Translation System Combination.

Xiaodong He, Kristina Toutanova

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A global model for joint lemmatization and part-of-speech prediction.

Kristina Toutanova, Colin Cherry

Proceedings of the ACL 2009, 2009

2008

A Global Joint Model for Semantic Role Labeling.

Kristina Toutanova, Aria Haghighi, Christopher D. Manning

Comput. Linguistics, 2008

Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation.

Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney

Proceedings of the COLING 2008, 2008

Applying Morphology Generation Models to Machine Translation.

Kristina Toutanova, Hisami Suzuki, Achim Ruopp

Proceedings of the ACL 2008, 2008

2007

A Bayesian LDA-based model for semi-supervised part-of-speech tagging.

Kristina Toutanova, Mark Johnson

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Generating Case Markers in Machine Translation.

Kristina Toutanova, Hisami Suzuki

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Generating Complex Morphology for Machine Translation.

Einat Minkov, Kristina Toutanova, Hisami Suzuki

Proceedings of the ACL 2007, 2007

A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.

Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina Toutanova

Proceedings of the ACL 2007, 2007

A Discriminative Syntactic Word Order Model for Machine Translation.

Pi-Chuan Chang, Kristina Toutanova

Proceedings of the ACL 2007, 2007

2006

Microsoft Research Treelet Translation System: NAACL 2006 Europarl Evaluation.

Arul Menezes, Kristina Toutanova, Chris Quirk

Proceedings of the Proceedings on the Workshop on Statistical Machine Translation, 2006

Automatic Semantic Role Labeling.

Wen-tau Yih, Kristina Toutanova

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Competitive generative models with structure learning for NLP classification tasks.

Kristina Toutanova

Proceedings of the EMNLP 2006, 2006

Learning to Predict Case Markers in Japanese.

Hisami Suzuki, Kristina Toutanova

Proceedings of the ACL 2006, 2006

2005

Effective statistical models for syntactic and semantic disambiguation.

Kristina Toutanova

PhD thesis, 2005

A Joint Model for Semantic Role Labeling.

Aria Haghighi, Kristina Toutanova, Christopher D. Manning

Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

Joint Learning Improves Semantic Role Labeling.

Kristina Toutanova, Aria Haghighi, Christopher D. Manning

Proceedings of the ACL 2005, 2005

2004

Learning random walk models for inducing word dependency distributions.

Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng

Proceedings of the Machine Learning, 2004

The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection.

Kristina Toutanova, Penka Markova, Christopher D. Manning

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

2003

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network.

Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Optimizing Local Probability Models for Statistical Parsing.

Kristina Toutanova, Mark Mitchell, Christopher D. Manning

Proceedings of the Machine Learning: ECML 2003, 2003

2002

Combining Heterogeneous Classifiers for Word Sense Disambiguation.

Dan Klein, Kristina Toutanova, H. Tolga Ilhan, Sepandar D. Kamvar, Christopher D. Manning

Proceedings of the ACL Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, 2002

CGWorld - Architecture and Features.

Pavlin Dobrev, Kristina Toutanova

Proceedings of the Conceptual Structures: Integration and Interfaces, 2002

Extentions to HMM-based Statistical Word Alignment Models.

Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning

Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Feature Selection for a Rich HPSG Grammar Using Decision Trees.

Kristina Toutanova, Christopher D. Manning

Proceedings of the 6th Conference on Natural Language Learning, 2002

The LinGO Redwoods Treebank: Motivation and Preliminary Applications.

Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants

Proceedings of the 19th International Conference on Computational Linguistics, 2002

Pronunciation Modeling for Improved Spelling Correction.

Kristina Toutanova, Robert C. Moore

Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001

Text Classification in a Hierarchical Mixture Model for Small Training Sets.

Kristina Toutanova, Francine Chen, Kris Popat, Thomas Hofmann

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

1999

Using Conceptual Graphs to Solve a Resource Allocation Task.

Svetlana Damianova, Kristina Toutanova

Proceedings of the Conceptual Structures: Standards and Practices, 1999

1997

Menu-Based Interfaces to Conceptual Graphs: The CGLex Approach.

Galia Angelova, Svetlana Damianova, Kristina Toutanova, Kalina Bontcheva

Proceedings of the Conceptual Structures: Fulfilling Peirce's Dream, 1997