Kristina Toutanova

116 papers A* 25A 2B 8Misc 5Journal 38Unranked 36
YearRankTypeTitle / Venue / Authors
2025 J jnl
ALTA: Compiler-Based Analysis of Transformers.
Trans. Mach. Learn. Res.
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2025 J jnl
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers.
CoRR
Peter Shaw, James Cohan, Jacob Eisenstein, Kristina Toutanova
2025 — conf
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models.
ACL (1)
Lior Belenki, Alekh Agarwal, Tianze Shi, Kristina Toutanova
2025 J jnl
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models.
CoRR
Lior Belenki, Alekh Agarwal, Tianze Shi, Kristina Toutanova
2024 J jnl
ALTA: Compiler-Based Analysis of Transformers.
CoRR
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2024 J jnl
BgGPT 1.0: Extending English-centric LLMs to other languages.
CoRR
Anton Alexandrov, Veselin Raychev, Dimitar I. Dimitrov, Ce Zhang, Martin T. Vechev, Kristina Toutanova
2024 — conf
Efficient End-to-End Visual Document Understanding with Rationale Distillation.
NAACL-HLT
Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova
2024 — conf
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging.
EMNLP (Findings)
Anton Alexandrov, Veselin Raychev, Mark Niklas Müller, Ce Zhang, Martin T. Vechev, Kristina Toutanova
2024 J jnl
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging.
CoRR
Anton Alexandrov, Veselin Raychev, Mark Niklas Müller, Ce Zhang, Martin T. Vechev, Kristina Toutanova
2024 — conf
Taming CLIP for Fine-Grained and Structured Visual Understanding of Museum Exhibits.
ECCV (76)
Ada-Astrid Balauca, Danda Pani Paudel, Kristina Toutanova, Luc Van Gool
2024 J jnl
Taming CLIP for Fine-grained and Structured Visual Understanding of Museum Exhibits.
CoRR
Ada-Astrid Balauca, Danda Pani Paudel, Kristina Toutanova, Luc Van Gool
2024 J jnl
Understanding the World's Museums through Vision-Language Reasoning.
CoRR
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
2023 J jnl
Anchor Prediction: Automatic Refinement of Internet Links.
CoRR
Nelson F. Liu, Kenton Lee, Kristina Toutanova
2023 J jnl
Efficient End-to-End Visual Document Understanding with Rationale Distillation.
CoRR
Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova
2023 A* conf
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
NeurIPS
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 J jnl
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
CoRR
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 A* conf
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.
ICCV
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
2023 J jnl
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.
CoRR
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
2023 A* conf
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
ICML
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2023 — conf
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
ACL (1)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2023 J jnl
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
CoRR
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2022 — conf
Entity-Centric Query Refinement.
AKBC
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
2022 A* conf
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.
EMNLP
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
2022 J jnl
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.
CoRR
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
2022 J jnl
Generating recommendations for entity-oriented exploratory search.
CoRR
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
2022 — conf
Improving Compositional Generalization with Latent Structure and Data Augmentation.
NAACL-HLT
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
2022 J jnl
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
CoRR
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2021 — conf
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
ACL/IJCNLP (1)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
2021 J jnl
Improving Compositional Generalization with Latent Structure and Data Augmentation.
CoRR
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
2021 — conf
Joint Passage Ranking for Diverse Multi-Answer Retrieval.
EMNLP (1)
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
2021 J jnl
Joint Passage Ranking for Diverse Multi-Answer Retrieval.
CoRR
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
2021 — ed.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021
NAACL-HLT
Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty, Yichao Zhou
2021 A conf
Representations for Question Answering from Documents with Tables and Text.
EACL
Vicky Zayats, Kristina Toutanova, Mari Ostendorf
2021 J jnl
Representations for Question Answering from Documents with Tables and Text.
CoRR
Vicky Zayats, Kristina Toutanova, Mari Ostendorf
2021 J jnl
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer.
CoRR
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova
2021 J jnl
Sparse, Dense, and Attentional Representations for Text Retrieval.
Trans. Assoc. Comput. Linguistics
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
2020 J jnl
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
CoRR
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
2020 J jnl
Contextualized Representations Using Textual Encyclopedic Knowledge.
CoRR
Mandar Joshi, Kenton Lee, Yi Luan, Kristina Toutanova
2020 A* conf
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.
ACL
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2020 J jnl
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.
CoRR
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2020 J jnl
Sparse, Dense, and Attentional Representations for Text Retrieval.
CoRR
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
2019 — conf
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
NAACL-HLT (1)
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2019 — conf
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
NAACL-HLT (1)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
2019 J jnl
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
CoRR
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
2019 J jnl
Language Model Pre-training for Hierarchical Document Representations.
CoRR
Ming-Wei Chang, Kristina Toutanova, Kenton Lee, Jacob Devlin
2019 — conf
Latent Retrieval for Weakly Supervised Open Domain Question Answering.
ACL (1)
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
2019 J jnl
Latent Retrieval for Weakly Supervised Open Domain Question Answering.
CoRR
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
2019 J jnl
Natural Questions: a Benchmark for Question Answering Research.
Trans. Assoc. Comput. Linguistics
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
2019 J jnl
Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation.
CoRR
Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2019 — conf
Zero-Shot Entity Linking by Reading Entity Descriptions.
ACL (1)
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
2019 J jnl
Zero-Shot Entity Linking by Reading Entity Descriptions.
CoRR
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
2018 J jnl
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
CoRR
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2018 J jnl
Improving Span-based Question Answering Systems with Coarsely Labeled Data.
CoRR
Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur P. Parikh, Michael Collins, Kristina Toutanova
2017 — conf
A Nested Attention Neural Hybrid Model for Grammatical Error Correction.
ACL (1)
Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong, Jianfeng Gao
2017 J jnl
A Nested Attention Neural Hybrid Model for Grammatical Error Correction.
CoRR
Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong, Jianfeng Gao
2017 J jnl
Cross-Sentence N-ary Relation Extraction with Graph LSTMs.
CoRR
Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih
2017 J jnl
Cross-Sentence N-ary Relation Extraction with Graph LSTMs.
Trans. Assoc. Comput. Linguistics
Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih
2017 — conf
NLP for Precision Medicine.
ACL (Tutorial Abstracts)
Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih
2016 A* conf
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs.
EMNLP
Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi
2016 — conf
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text.
ACL (1)
Kristina Toutanova, Xi Victoria Lin, Wen-tau Yih, Hoifung Poon, Chris Quirk
2016 B conf
E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses.
LREC
Yuval Marton, Kristina Toutanova
2016 A* conf
Microsummarization of Online Reviews: An Experimental Study.
AAAI
Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell
2015 — conf
Detecting Translation Direction: A Cross-Domain Study.
HLT-NAACL
Sauleh Eetemadi, Kristina Toutanova
2015 Misc conf
Distant Supervision for Cancer Pathway Extraction from Text.
Pacific Symposium on Biocomputing
Hoifung Poon, Kristina Toutanova, Chris Quirk
2015 — conf
Grounded Semantic Parsing for Complex Knowledge Extraction.
HLT-NAACL
Ankur P. Parikh, Hoifung Poon, Kristina Toutanova
2015 B conf
Model Selection for Type-Supervised Learning with Application to POS Tagging.
CoNLL
Kristina Toutanova, Waleed Ammar, Pallavi Choudhury, Hoifung Poon
2015 — conf
Observed versus latent features for knowledge base and text inference.
CVSC
Kristina Toutanova, Danqi Chen
2015 A* conf
Representing Text for Joint Embedding of Text and Knowledge Bases.
EMNLP
Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon
2015 J jnl
Survey of data-selection methods in statistical machine translation.
Mach. Transl.
Sauleh Eetemadi, William Lewis, Kristina Toutanova, Hayder Radha
2014 A* conf
Asymmetric Features Of Human Generated Translation.
EMNLP
Sauleh Eetemadi, Kristina Toutanova
2014 — conf
Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data.
ACL (1)
Avneesh Saluja, Hany Hassan, Kristina Toutanova, Chris Quirk
2013 — conf
Beyond Left-to-Right: Multiple Decomposition Structures for SMT.
HLT-NAACL
Hui Zhang, Kristina Toutanova, Chris Quirk, Jianfeng Gao
2013 — conf
Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines.
ACL (2)
Kristina Toutanova, Byung-Gyu Ahn
2013 A* conf
Regularized Minimum Error Rate Training.
EMNLP
Michel Galley, Chris Quirk, Colin Cherry, Kristina Toutanova
2012 — conf
MSR SPLAT, a language analysis toolkit.
HLT-NAACL
Chris Quirk, Pallavi Choudhury, Jianfeng Gao, Hisami Suzuki, Kristina Toutanova, Michael Gamon, Wen-tau Yih, Colin Cherry, Lucy Vanderwende
2012 — conf
Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia.
ACL (1)
Sungchul Kim, Kristina Toutanova, Hwanjo Yu
2011 A* conf
Clickthrough-based latent semantic models for web search.
SIGIR
Jianfeng Gao, Kristina Toutanova, Wen-tau Yih
2011 B conf
Learning Discriminative Projections for Text Similarity Measures.
CoNLL
Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek
2011 A* conf
Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models.
ACL
Jason Naradowsky, Kristina Toutanova
2011 — conf
Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity.
ACL (2)
Kristina Toutanova, Michel Galley
2010 Misc conf
A Discriminative Lexicon Model for Complex Morphology.
AMTA
Minwoo Jeong, Kristina Toutanova, Hisami Suzuki, Chris Quirk
2010 — conf
Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment.
HLT-NAACL
Jason R. Smith, Chris Quirk, Kristina Toutanova
2010 A* conf
Translingual Document Representations from Discriminative Projections.
EMNLP
John C. Platt, Kristina Toutanova, Wen-tau Yih
2009 — conf
A global model for joint lemmatization and part-of-speech prediction.
ACL/IJCNLP
Kristina Toutanova, Colin Cherry
2009 A* conf
Joint Optimization for Machine Translation System Combination.
EMNLP
Xiaodong He, Kristina Toutanova
2009 — conf
Unsupervised Morphological Segmentation with Log-Linear Models.
HLT-NAACL
Hoifung Poon, Colin Cherry, Kristina Toutanova
2008 J jnl
A Global Joint Model for Semantic Role Labeling.
Comput. Linguistics
Kristina Toutanova, Aria Haghighi, Christopher D. Manning
2008 A* conf
Applying Morphology Generation Models to Machine Translation.
ACL
Kristina Toutanova, Hisami Suzuki, Achim Ruopp
2008 B conf
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation.
COLING
Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney
2008 B ed.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, CoNLL 2008, Manchester, UK, August 16-17, 2008
CoNLL
Alexander Clark, Kristina Toutanova
2007 — conf
A Bayesian LDA-based model for semi-supervised part-of-speech tagging.
NIPS
Kristina Toutanova, Mark Johnson
2007 A* conf
A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.
ACL
Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina Toutanova
2007 A* conf
A Discriminative Syntactic Word Order Model for Machine Translation.
ACL
Pi-Chuan Chang, Kristina Toutanova
2007 — conf
Generating Case Markers in Machine Translation.
HLT-NAACL
Kristina Toutanova, Hisami Suzuki
2007 A* conf
Generating Complex Morphology for Machine Translation.
ACL
Einat Minkov, Kristina Toutanova, Hisami Suzuki
2006 — conf
Automatic Semantic Role Labeling.
HLT-NAACL
Wen-tau Yih, Kristina Toutanova
2006 A* conf
Competitive generative models with structure learning for NLP classification tasks.
EMNLP
Kristina Toutanova
2006 A* conf
Learning to Predict Case Markers in Japanese.
ACL
Hisami Suzuki, Kristina Toutanova
2006 — conf
Microsoft Research Treelet Translation System: NAACL 2006 Europarl Evaluation.
WMT@HLT-NAACL
Arul Menezes, Kristina Toutanova, Chris Quirk
2005 B conf
A Joint Model for Semantic Role Labeling.
CoNLL
Aria Haghighi, Kristina Toutanova, Christopher D. Manning
2005 — —
Effective statistical models for syntactic and semantic disambiguation.
Kristina Toutanova
2005 A* conf
Joint Learning Improves Semantic Role Labeling.
ACL
Kristina Toutanova, Aria Haghighi, Christopher D. Manning
2004 A* conf
Learning random walk models for inducing word dependency distributions.
ICML
Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng
2004 A* conf
The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection.
EMNLP
Kristina Toutanova, Penka Markova, Christopher D. Manning
2003 — conf
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network.
HLT-NAACL
Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer
2003 — conf
Optimizing Local Probability Models for Statistical Parsing.
ECML
Kristina Toutanova, Mark Mitchell, Christopher D. Manning
2002 Misc conf
CGWorld - Architecture and Features.
ICCS
Pavlin Dobrev, Kristina Toutanova
2002 — conf
Combining Heterogeneous Classifiers for Word Sense Disambiguation.
SENSEVAL
Dan Klein, Kristina Toutanova, H. Tolga Ilhan, Sepandar D. Kamvar, Christopher D. Manning
2002 A* conf
Extentions to HMM-based Statistical Word Alignment Models.
EMNLP
Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning
2002 B conf
Feature Selection for a Rich HPSG Grammar Using Decision Trees.
CoNLL
Kristina Toutanova, Christopher D. Manning
2002 A* conf
Pronunciation Modeling for Improved Spelling Correction.
ACL
Kristina Toutanova, Robert C. Moore
2002 B conf
The LinGO Redwoods Treebank: Motivation and Preliminary Applications.
COLING
Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants
2001 — conf
Combining Heterogeneous Classifiers for Word-Sense Disambiguation.
SENSEVAL@ACL
H. Tolga Ilhan, Sepandar D. Kamvar, Dan Klein, Christopher D. Manning, Kristina Toutanova
2001 A conf
Text Classification in a Hierarchical Mixture Model for Small Training Sets.
CIKM
Kristina Toutanova, Francine Chen, Kris Popat, Thomas Hofmann
1999 Misc conf
Using Conceptual Graphs to Solve a Resource Allocation Task.
ICCS
Svetlana Damianova, Kristina Toutanova
1997 Misc conf
Menu-Based Interfaces to Conceptual Graphs: The CGLex Approach.
ICCS
Galia Angelova, Svetlana Damianova, Kristina Toutanova, Kalina Bontcheva