Kristina Toutanova

发表

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

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019, NAACL.

Robust Textual Inference using Diverse Knowledge Sources

Christopher D. Manning, Marie-Catherine de Marneffe, A. Ng, 2005 .

Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia

Kristina Toutanova, Hwanjo Yu, Sungchul Kim, 2012, ACL.

Translingual Document Representations from Discriminative Projections

John C. Platt, Kristina Toutanova, Wen-tau Yih, 2010, EMNLP.

Clickthrough-based latent semantic models for web search

Jianfeng Gao, Kristina Toutanova, Wen-tau Yih, 2011, SIGIR.

Learning Discriminative Projections for Text Similarity Measures

John C. Platt, Kristina Toutanova, Christopher Meek, 2011, CoNLL.

Joint Learning Improves Semantic Role Labeling

Christopher D. Manning, Kristina Toutanova, Aria Haghighi, 2005, ACL.

A Joint Model for Semantic Role Labeling

Christopher D. Manning, Kristina Toutanova, Aria Haghighi, 2005, CoNLL.

Combining Heterogeneous Classifiers for Word Sense Disambiguation

Dan Klein, Christopher D. Manning, Kristina Toutanova, 2001, SENSEVAL@ACL.

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

Dan Klein, Yoram Singer, Christopher D. Manning, 2003, NAACL.

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

Jianfeng Gao, Mark Johnson, Kristina Toutanova, 2007, ACL.

Generating Complex Morphology for Machine Translation

Kristina Toutanova, Hisami Suzuki, Einat Minkov, 2007, ACL.

CGWorld - Architecture and Features

Pavlin Dobrev, Kristina Toutanova, Kristina Toutanova, 2002, ICCS.

Asymmetric Features Of Human Generated Translation

Kristina Toutanova, Sauleh Eetemadi, Kristina Toutanova, 2014, EMNLP.

Distant Supervision for Cancer Pathway Extraction from Text

Hoifung Poon, Kristina Toutanova, Chris Quirk, 2014, Pacific Symposium on Biocomputing.

Feature Selection for a Rich HPSG Grammar Using Decision Trees

Christopher D. Manning, Kristina Toutanova, Kristina Toutanova, 2002, CoNLL.

Applying Morphology Generation Models to Machine Translation

Kristina Toutanova, Hisami Suzuki, Achim Ruopp, 2008, ACL.

Pronunciation Modeling for Improved Spelling Correction

Kristina Toutanova, Robert C. Moore, Kristina Toutanova, 2002, ACL.

The LinGO Redwoods Treebank: Motivation and Preliminary Applications

Thorsten Brants, Stephan Oepen, Christopher D. Manning, 2002, COLING.

Automatic Semantic Role Labeling

Kristina Toutanova, Wen-tau Yih, Kristina Toutanova, 2006, NAACL.

A Discriminative Syntactic Word Order Model for Machine Translation

Kristina Toutanova, Pi-Chuan Chang, Kristina Toutanova, 2007, ACL.

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

Kristina Toutanova, Colin Cherry, Kristina Toutanova, 2009, ACL.

Text classification in a hierarchical mixture model for small training sets

Thomas Hofmann, Kristina Toutanova, Kris Popat, 2001, CIKM '01.

CGWorld - A Web Based Workbench for Conceptual Graphs Management and Applications

Pavlin Dobrev, Kristina Toutanova, Kristina Toutanova, 2002 .

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

Kristina Toutanova, Chris Quirk, Hany Hassan, 2014, ACL.

Cross-Sentence N-ary Relation Extraction with Graph LSTMs

Nanyun Peng, Hoifung Poon, Kristina Toutanova, 2017, TACL.

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

Ming-Wei Chang, Kristina Toutanova, Panupong Pasupat, 2020, ACL.

Unsupervised Morphological Segmentation with Log-Linear Models

Hoifung Poon, Kristina Toutanova, Colin Cherry, 2009, NAACL.

Contextualized Representations Using Textual Encyclopedic Knowledge pdf

Kenton Lee, Kristina Toutanova, Mandar Joshi, 2020, ArXiv.

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Kristina Toutanova, Hua Wu, Kristina Toutanova, 2014, Annual Meeting of the Association for Computational Linguistics.

Stochastic HPSG Parse Disambiguation using the Redwoods Corpus

Stephan Oepen, Christopher D. Manning, Kristina Toutanova, 2005 .

LinGO Redwoods A Rich and Dynamic Treebank for HPSG

Christopher D. Manning, Kristina Toutanova, S. Oepen, 2002 .

Well-Read Students Learn Better: On the Importance of Pre-training Compact Models

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019 .

The PYTHY Summarization System: Microsoft Research at DUC 2007

Michael Gamon, Kristina Toutanova, Lucy Vanderwende, 2007 .

Extentions to HMM-based Statistical Word Alignment Models

Christopher D. Manning, Kristina Toutanova, H. Tolga Ilhan, 2002, EMNLP.

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

Mark Johnson, Kristina Toutanova, Kristina Toutanova, 2007, NIPS.

Generating Case Markers in Machine Translation

Kristina Toutanova, Hisami Suzuki, Kristina Toutanova, 2007, NAACL.

Regularized Minimum Error Rate Training

Kristina Toutanova, Chris Quirk, Colin Cherry, 2013, EMNLP.

Survey of data-selection methods in statistical machine translation

Hayder Radha, William Lewis, Kristina Toutanova, 2015, Machine Translation.

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

Kristina Toutanova, Michel Galley, Kristina Toutanova, 2011, ACL.

Observed versus latent features for knowledge base and text inference

Danqi Chen, Kristina Toutanova, Danqi Chen, 2015, CVSC.

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

Hoifung Poon, Kristina Toutanova, Chris Quirk, 2016, ACL.

Learning to Predict Case Markers in Japanese

Kristina Toutanova, Hisami Suzuki, Kristina Toutanova, 2006, ACL.

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

Kristina Toutanova, Jason Naradowsky, Kristina Toutanova, 2011, ACL.

Parse Disambiguation for a Rich HPSG Grammar

Stephan Oepen, Christopher D. Manning, Kristina Toutanova, 2002 .

Learning random walk models for inducing word dependency distributions

Andrew Y. Ng, Christopher D. Manning, Kristina Toutanova, 2004, ICML.

Towards a Discourse Relation-aware Approach for Chinese-english Machine Translation a Mapping-based Approach for General Formal Human Computer Interaction Using Natural Language Learning Grammar with Explicit Annotations for Subordinating Conjunctions Multi-document Summarization Using Distortion-ra

Joel R. Tetreault, Jordan L. Boyd-Graber, Monday, 2022 .

CS224N/Ling 237 Final Programming Project Guidelines

Kristina Toutanova, 2005 .

Interactive Generation of Bulgarian and German NL Explanations in Encyclopedic Style

Kristina Toutanova, Kalina Bontcheva, 2003 .

Table of Contents Implementing a Language-independent Mt Methodology the Study of Effect of Length in Morphological Segmentation of Agglutinative Languages a Comparable Corpus Based on Aligned Multilingual Ontologies Workshop Program Implementing a Language-independent Mt Methodology Bilingual Lexic

Shay B. Cohen, Noah A. Smith, Friday, 2012 .

Improving Compositional Generalization with Latent Structure and Data Augmentation

Pawel Krzysztof Nowak, Kristina Toutanova, Fei Sha, 2021, NAACL.

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

Christopher D. Manning, Kristina Toutanova, Penka Markova, 2004 .

Combining Heterogeneous Classifiers for Word-Sense Disambiguation

Dan Klein, Christopher D. Manning, Kristina Toutanova, 2001, *SEMEVAL.

Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding

Julian Martin Eisenschlos, Ming-Wei Chang, Kristina Toutanova, 2022, ArXiv.

Automatic Semantic Role Labeling (Tutorial Handout for HLT-NAACL-06)

Kristina Toutanova, Scott Wen-tau Yih, Kristina Toutanova, 2006 .

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

Kristina Toutanova, Fei Sha, Emily Pitler, 2022, EMNLP.

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

Kristina Toutanova, Fei Sha, Emily Pitler, 2022, ArXiv.

Natural Questions: A Benchmark for Question Answering Research

Ming-Wei Chang, Quoc V. Le, Kenton Lee, 2019, TACL.

Sparse, Dense, and Attentional Representations for Text Retrieval pdf

Jacob Eisenstein, Kristina Toutanova, Michael Collins, 2020, Transactions of the Association for Computational Linguistics.

Latent Retrieval for Weakly Supervised Open Domain Question Answering pdf

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019, ACL.

Effective statistical models for syntactic and semantic disambiguation

Christopher D. Manning, Kristina Toutanova, Kristina Toutanova, 2005 .

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

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019, NAACL.

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

Kristina Toutanova, Chris Brockett, Ke M. Tran, 2016, EMNLP.

Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation

Hermann Ney, Jianfeng Gao, Kristina Toutanova, 2008, COLING.

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

Ming-Wei Chang, Kristina Toutanova, Panupong Pasupat, 2020, ACL.

Zero-Shot Entity Linking by Reading Entity Descriptions pdf

Ming-Wei Chang, Honglak Lee, Kenton Lee, 2019, ACL.

Language Model Pre-training for Hierarchical Document Representations pdf

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019, ArXiv.

Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment

Kristina Toutanova, Chris Quirk, Jason R. Smith, 2010, NAACL.

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

Ming-Wei Chang, Kenton Lee, Kristina Toutanova, 2019, ArXiv.

CoNLL 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning

Kristina Toutanova, Alexander Clark, Kristina Toutanova, 2008, Conference on Computational Natural Language Learning.

Parse Selection on the Redwoods Corpus: 3rd Growth Results

Stephan Oepen, Christopher D. Manning, Kristina Toutanova, 2003 .

Representing Text for Joint Embedding of Text and Knowledge Bases

Michael Gamon, Danqi Chen, Patrick Pantel, 2015, EMNLP.

LinGO Redwoods A Rich and Dynamic Treebank for HPSG

Christopher D. Manning, Kristina Toutanova, S. Oepen, 2002 .

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

Ming-Wei Chang, Jacob Eisenstein, Kristina Toutanova, 2021, ArXiv.

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

Ming-Wei Chang, Kristina Toutanova, Chaitanya Malaviya, 2023, ArXiv.

Joint Passage Ranking for Diverse Multi-Answer Retrieval pdf

Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi, 2021, EMNLP.

Representations for Question Answering from Documents with Tables and Text

Vicky Zayats, Kristina Toutanova, Mari Ostendorf, 2021, EACL.

Contextualized Representations Using Textual Encyclopedic Knowledge

Mandar Joshi, Kenton Lee, Kristina Toutanova, 2020, ArXiv.

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

Kristina Toutanova, Urvashi Khandelwal, Hexiang Hu, 2023, ArXiv.

A Nested Attention Neural Hybrid Model for Grammatical Error Correction

Jianfeng Gao, Kristina Toutanova, Qinlong Wang, 2017, ACL.

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

Kristina Toutanova, Jonathan Berant, Urvashi Khandelwal, 2023, ArXiv.

A Global Joint Model for Semantic Role Labeling

Christopher D. Manning, Kristina Toutanova, Aria Haghighi, 2008, CL.

Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding

Julian Martin Eisenschlos, Ming-Wei Chang, Kristina Toutanova, 2022, ICML.

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

Ming-Wei Chang, Kristina Toutanova, Chaitanya Malaviya, 2023, ACL.

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

Kenton Lee, Kristina Toutanova, Hao Cheng, 2020, ACL.

A Discriminative Lexicon Model for Complex Morphology

Kristina Toutanova, Chris Quirk, Hisami Suzuki, 2010, AMTA.

Microsummarization of Online Reviews: An Experimental Study

Benjamin Van Durme, Kristina Toutanova, William B. Dolan, 2016, AAAI.

Anchor Prediction: Automatic Refinement of Internet Links

Nelson F. Liu, Kristina Toutanova, Kenton Lee, 2023, ArXiv.

Grounded Semantic Parsing for Complex Knowledge Extraction

Hoifung Poon, Kristina Toutanova, Ankur P. Parikh, 2015, NAACL.

LinGO Redwoods

Stephan Oepen, Christopher D. Manning, Kristina Toutanova, 2004 .

Counterfactual reasoning: Do Language Models need world knowledge for causal inference?

Kristina Toutanova, Dhruv Batra, Devi Parikh, 2022 .

Generating recommendations for entity-oriented exploratory search

Kristina Toutanova, David Wadden, Kenton Lee, 2022, ArXiv.

The 3rd Workshop on Continuous Vector Space Models and Their Compositionality (cvsc) Recursive Neural Networks Can Learn Logical Semantics Joint Semantic Relevance Learning with Text Data and Graph Knowledge Exploring the Effect of Semantic Similarity for Phrase-based Machine Translation Incremental

L. Bottou, Kristina Toutanova, Edward Grefenstette, 2022 .

Automatic Semantic Role Labeling

Kristina Toutanova, Wen-tau Yih, 2006, NAACL.

TABi: Type-Aware Bi-encoders for End-to-End Entity Retrieval

Nicola De Cao, Eric C. Jensen, Kristina Toutanova, 2021 .

Unsupervised Morphological Segmentation with Log-Linear Models

Kristina Toutanova, Colin Cherry, Hoifung Poon, 2009, NAACL.

Stochastic HPSG Parse Selection using the Redwoods Corpus

Stephan Oepen, Christopher D. Manning, Kristina Toutanova, 2005 .