| 2025 | ACL | Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models. | Lior Belenki, Alekh Agarwal, Tianze Shi, Kristina Toutanova |
| 2025 | ICCV | Understanding Museum Exhibits using Vision-Language Reasoning. | Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool |
| 2024 | ECCV | Taming CLIP for Fine-Grained and Structured Visual Understanding of Museum Exhibits. | Ada-Astrid Balauca, Danda Pani Paudel, Kristina Toutanova, Luc Van Gool |
| 2024 | EMNLP | Mitigating Catastrophic Forgetting in Language Transfer via Model Merging. | Anton Alexandrov, Veselin Raychev, Mark Niklas Mller, Ce Zhang, Martin T. Vechev, Kristina Toutanova |
| 2024 | NAACL | Efficient End-to-End Visual Document Understanding with Rationale Distillation. | Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova |
| 2023 | ACL | QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. | Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova |
| 2023 | ICCV | 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 |
| 2023 | ICML | 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 |
| 2022 | EMNLP | 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 |
| 2022 | NAACL | Improving Compositional Generalization with Latent Structure and Data Augmentation. | Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova |
| 2021 | ACL | Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? | Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova |
| 2021 | EACL | Representations for Question Answering from Documents with Tables and Text. | Vicky Zayats, Kristina Toutanova, Mari Ostendorf |
| 2021 | EMNLP | Joint Passage Ranking for Diverse Multi-Answer Retrieval. | Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi |
| 2020 | ACL | Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering. | Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova |
| 2019 | ACL | Latent Retrieval for Weakly Supervised Open Domain Question Answering. | Kenton Lee, Ming-Wei Chang, Kristina Toutanova |
| 2019 | ACL | Zero-Shot Entity Linking by Reading Entity Descriptions. | Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee |
| 2019 | NAACL | BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. | Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova |
| 2019 | NAACL | BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. | Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova |
| 2017 | ACL | A Nested Attention Neural Hybrid Model for Grammatical Error Correction. | Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong, Jianfeng Gao |
| 2017 | ACL | NLP for Precision Medicine. | Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih |
| 2016 | AAAI | Microsummarization of Online Reviews: An Experimental Study. | Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell |
| 2016 | ACL | Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text. | Kristina Toutanova, Xi Victoria Lin, Wen-tau Yih, Hoifung Poon, Chris Quirk |
| 2016 | EMNLP | A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs. | Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi |
| 2016 | LREC | E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses. | Yuval Marton, Kristina Toutanova |
| 2015 | CoNLL | Model Selection for Type-Supervised Learning with Application to POS Tagging. | Kristina Toutanova, Waleed Ammar, Pallavi Choudhury, Hoifung Poon |
| 2015 | EMNLP | Representing Text for Joint Embedding of Text and Knowledge Bases. | Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon |
| 2015 | NAACL | Detecting Translation Direction: A Cross-Domain Study. | Sauleh Eetemadi, Kristina Toutanova |
| 2015 | NAACL | Grounded Semantic Parsing for Complex Knowledge Extraction. | Ankur P. Parikh, Hoifung Poon, Kristina Toutanova |
| 2015 | PSB | Distant Supervision for Cancer Pathway Extraction from Text. | Hoifung Poon, Kristina Toutanova, Chris Quirk |
| 2014 | ACL | Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data. | Avneesh Saluja, Hany Hassan, Kristina Toutanova, Chris Quirk |
| 2014 | EMNLP | Asymmetric Features Of Human Generated Translation. | Sauleh Eetemadi, Kristina Toutanova |
| 2013 | ACL | Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines. | Kristina Toutanova, Byung-Gyu Ahn |
| 2013 | EMNLP | Regularized Minimum Error Rate Training. | Michel Galley, Chris Quirk, Colin Cherry, Kristina Toutanova |
| 2013 | NAACL | Beyond Left-to-Right: Multiple Decomposition Structures for SMT. | Hui Zhang, Kristina Toutanova, Chris Quirk, Jianfeng Gao |
| 2012 | ACL | Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia. | Sungchul Kim, Kristina Toutanova, Hwanjo Yu |
| 2012 | NAACL | 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 |
| 2011 | ACL | Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models. | Jason Naradowsky, Kristina Toutanova |
| 2011 | ACL | Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity. | Kristina Toutanova, Michel Galley |
| 2011 | CoNLL | Learning Discriminative Projections for Text Similarity Measures. | Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek |
| 2011 | SIGIR | Clickthrough-based latent semantic models for web search. | Jianfeng Gao, Kristina Toutanova, Wen-tau Yih |
| 2010 | AMTA | A Discriminative Lexicon Model for Complex Morphology. | Minwoo Jeong, Kristina Toutanova, Hisami Suzuki, Chris Quirk |
| 2010 | EMNLP | Translingual Document Representations from Discriminative Projections. | John C. Platt, Kristina Toutanova, Wen-tau Yih |
| 2010 | NAACL | Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment. | Jason R. Smith, Chris Quirk, Kristina Toutanova |
| 2009 | ACL | A global model for joint lemmatization and part-of-speech prediction. | Kristina Toutanova, Colin Cherry |
| 2009 | EMNLP | Joint Optimization for Machine Translation System Combination. | Xiaodong He, Kristina Toutanova |
| 2009 | NAACL | Unsupervised Morphological Segmentation with Log-Linear Models. | Hoifung Poon, Colin Cherry, Kristina Toutanova |
| 2008 | ACL | Applying Morphology Generation Models to Machine Translation. | Kristina Toutanova, Hisami Suzuki, Achim Ruopp |
| 2008 | COLING | Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation. | Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney |
| 2007 | ACL | A Discriminative Syntactic Word Order Model for Machine Translation. | Pi-Chuan Chang, Kristina Toutanova |
| 2007 | ACL | A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing. | Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina Toutanova |
| 2007 | ACL | Generating Complex Morphology for Machine Translation. | Einat Minkov, Kristina Toutanova, Hisami Suzuki |
| 2007 | NAACL | Generating Case Markers in Machine Translation. | Kristina Toutanova, Hisami Suzuki |
| 2006 | ACL | Learning to Predict Case Markers in Japanese. | Hisami Suzuki, Kristina Toutanova |
| 2006 | EMNLP | Competitive generative models with structure learning for NLP classification tasks. | Kristina Toutanova |
| 2006 | NAACL | Automatic Semantic Role Labeling. | Wen-tau Yih, Kristina Toutanova |
| 2005 | ACL | Joint Learning Improves Semantic Role Labeling. | Kristina Toutanova, Aria Haghighi, Christopher D. Manning |
| 2005 | CoNLL | A Joint Model for Semantic Role Labeling. | Aria Haghighi, Kristina Toutanova, Christopher D. Manning |
| 2004 | EMNLP | The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection. | Kristina Toutanova, Penka Markova, Christopher D. Manning |
| 2004 | ICML | Learning random walk models for inducing word dependency distributions. | Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng |
| 2003 | NAACL | Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. | Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer |
| 2002 | ACL | Pronunciation Modeling for Improved Spelling Correction. | Kristina Toutanova, Robert C. Moore |
| 2002 | COLING | The LinGO Redwoods Treebank: Motivation and Preliminary Applications. | Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants |
| 2002 | CoNLL | Feature Selection for a Rich HPSG Grammar Using Decision Trees. | Kristina Toutanova, Christopher D. Manning |
| 2002 | EMNLP | Extentions to HMM-based Statistical Word Alignment Models. | Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning |
| 2002 | ICCS | CGWorld - Architecture and Features. | Pavlin Dobrev, Kristina Toutanova |
| 2001 | CIKM | Text Classification in a Hierarchical Mixture Model for Small Training Sets. | Kristina Toutanova, Francine Chen, Kris Popat, Thomas Hofmann |
| 1999 | ICCS | Using Conceptual Graphs to Solve a Resource Allocation Task. | Svetlana Damianova, Kristina Toutanova |
| 1997 | ICCS | Menu-Based Interfaces to Conceptual Graphs: The CGLex Approach. | Galia Angelova, Svetlana Damianova, Kristina Toutanova, Kalina Bontcheva |