Kristina Toutanova
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Kristina Toutanovacomputer-science Degrees
Computer Science
#4099
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#4315
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Algorithms
#125
World Rank
#126
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Computational Linguistics
#326
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#331
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Machine Learning
#705
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#715
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Computer Science
Kristina Toutanova's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
- Bachelors Computer Science Stanford University
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Why Is Kristina Toutanova Influential?
(Suggest an Edit or Addition)Kristina Toutanova's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019) (50797)
- Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network (2003) (3572)
- Natural Questions: A Benchmark for Question Answering Research (2019) (1276)
- Observed versus latent features for knowledge base and text inference (2015) (616)
- Latent Retrieval for Weakly Supervised Open Domain Question Answering (2019) (583)
- Representing Text for Joint Embedding of Text and Knowledge Bases (2015) (559)
- Cross-Sentence N-ary Relation Extraction with Graph LSTMs (2017) (411)
- Well-Read Students Learn Better: On the Importance of Pre-training Compact Models (2019) (372)
- BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions (2019) (354)
- Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment (2010) (250)
- Learning Discriminative Projections for Text Similarity Measures (2011) (242)
- Sparse, Dense, and Attentional Representations for Text Retrieval (2020) (230)
- Pronunciation Modeling for Improved Spelling Correction (2002) (229)
- Joint Learning Improves Semantic Role Labeling (2005) (214)
- Zero-Shot Entity Linking by Reading Entity Descriptions (2019) (169)
- The LinGO Redwoods Treebank: Motivation and Preliminary Applications (2002) (168)
- Unsupervised Morphological Segmentation with Log-Linear Models (2009) (166)
- A Global Joint Model for Semantic Role Labeling (2008) (164)
- LinGO Redwoods A Rich and Dynamic Treebank for HPSG (2002) (154)
- Applying Morphology Generation Models to Machine Translation (2008) (142)
- A Bayesian LDA-based model for semi-supervised part-of-speech tagging (2007) (141)
- Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text (2016) (139)
- Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation (2019) (130)
- Generating Complex Morphology for Machine Translation (2007) (121)
- Translingual Document Representations from Discriminative Projections (2010) (119)
- Extentions to HMM-based Statistical Word Alignment Models (2002) (109)
- Learning random walk models for inducing word dependency distributions (2004) (99)
- The PYTHY Summarization System: Microsoft Research at DUC 2007 (2007) (97)
- Text classification in a hierarchical mixture model for small training sets (2001) (95)
- Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? (2020) (95)
- A Nested Attention Neural Hybrid Model for Grammatical Error Correction (2017) (94)
- Clickthrough-based latent semantic models for web search (2011) (93)
- Combining Heterogeneous Classifiers for Word Sense Disambiguation (2001) (79)
- LinGO Redwoods (2004) (77)
- Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia (2012) (73)
- A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing (2007) (73)
- Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation (2008) (71)
- Stochastic HPSG Parse Disambiguation using the Redwoods Corpus (2005) (70)
- Parse Disambiguation for a Rich HPSG Grammar (2002) (70)
- A Joint Model for Semantic Role Labeling (2005) (64)
- A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs (2016) (49)
- Robust Textual Inference using Diverse Knowledge Sources (2005) (47)
- Survey of data-selection methods in statistical machine translation (2015) (47)
- Distant Supervision for Cancer Pathway Extraction from Text (2014) (47)
- A global model for joint lemmatization and part-of-speech prediction (2009) (46)
- MSR SPLAT, a language analysis toolkit (2012) (37)
- Feature Selection for a Rich HPSG Grammar Using Decision Trees (2002) (34)
- The Leaf Projection Path View of Parse Trees: Exploring String Kernels for HPSG Parse Selection (2004) (33)
- A Discriminative Syntactic Word Order Model for Machine Translation (2007) (33)
- Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data (2014) (33)
- Joint Optimization for Machine Translation System Combination (2009) (32)
- Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer (2021) (30)
- Stochastic HPSG Parse Selection using the Redwoods Corpus (2005) (29)
- Beyond Left-to-Right: Multiple Decomposition Structures for SMT (2013) (28)
- A Discriminative Lexicon Model for Complex Morphology (2010) (28)
- Learning to Predict Case Markers in Japanese (2006) (28)
- Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models (2011) (28)
- Grounded Semantic Parsing for Complex Knowledge Extraction (2015) (27)
- Improving Compositional Generalization with Latent Structure and Data Augmentation (2021) (26)
- The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection (2004) (24)
- Representations for Question Answering from Documents with Tables and Text (2021) (23)
- Generating Case Markers in Machine Translation (2007) (21)
- Language Model Pre-training for Hierarchical Document Representations (2019) (20)
- Contextualized Representations Using Textual Encyclopedic Knowledge (2020) (19)
- Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering (2020) (19)
- Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity (2011) (18)
- Parse ranking for a rich HPSG grammar (2002) (17)
- Joint Passage Ranking for Diverse Multi-Answer Retrieval (2021) (16)
- Microsoft Research Treelet Translation System: NAACL 2006 Europarl Evaluation (2006) (15)
- Microsummarization of Online Reviews: An Experimental Study (2016) (14)
- Asymmetric Features Of Human Generated Translation (2014) (14)
- Regularized Minimum Error Rate Training (2013) (14)
- Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing (2022) (13)
- Automatic Semantic Role Labeling (2006) (13)
- Competitive generative models with structure learning for NLP classification tasks (2006) (12)
- CGWorld-2001 - New Features and New Directions (2001) (11)
- CGWorld - A Web Based Workbench for Conceptual Graphs Management and Applications (2002) (11)
- Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding (2022) (10)
- Optimizing Local Probability Models for Statistical Parsing (2003) (9)
- Effective statistical models for syntactic and semantic disambiguation (2005) (8)
- Detecting Translation Direction: A Cross-Domain Study (2015) (6)
- Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines (2013) (6)
- CGWorld - Architecture and Features (2002) (6)
- Menu-Based Interfaces to Conceptual Graphs: The CGLex Approach (1997) (5)
- Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2014) (4)
- Using Conceptual Graphs to Solve a Resource Allocation Task (1999) (3)
- Combining Heterogeneous Classifiers for Word-Sense Disambiguation (2001) (3)
- Proceedings of the Twelfth Conference on Computational Natural Language Learning, CoNLL 2008, Manchester, UK, August 16-17, 2008 (2008) (3)
- Automatic Semantic Role Labeling (Tutorial Handout for AAAI-07) (2007) (2)
- CoNLL 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning (2008) (2)
- Improving Span-based Question Answering Systems with Coarsely Labeled Data (2018) (2)
- Parse Selection on the Redwoods Corpus: 3rd Growth Results (2003) (2)
- Model Selection for Type-Supervised Learning with Application to POS Tagging (2015) (2)
- CGWorld – from Conceptual Graph Theory to the Implementation (2002) (1)
- Counterfactual reasoning: Do Language Models need world knowledge for causal inference? (2022) (1)
- Entity-Centric Query Refinement (2022) (0)
- Automatic Semantic Role Labeling (Tutorial Handout for HLT-NAACL-06) (2006) (0)
- 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 (2012) (0)
- The MSR-MSRA MT System for NIST Open Machine Translation 2008 Evaluation (1996) (0)
- Generating Japanese case markers for machine translation ( (2007) (0)
- NLP for Precision Medicine (2017) (0)
- Reviewers, Volume 33 (1990) (0)
- 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 (0)
- Survey of data-selection methods in statistical machine translation (2015) (0)
- Automatic prediction of Japanese case markers (機械å¦ç¿’ã«ã‚ˆã‚‹æ—¥æœ¬èªžæ ¼åŠ©è©žã®äºˆæ¸¬) (2006) (0)
- Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities (2023) (0)
- E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses (2016) (0)
- CS224N/Ling 237 Final Programming Project Guidelines (2005) (0)
- Generating recommendations for entity-oriented exploratory search (2022) (0)
- Engineering Building “ Da # a Analy # i # and Selec # ion for S # a # i # # ical Mac # ine Tran # la # ion (2016) (0)
- Treelet Translation System : NAACL 2006 Europarl Evaluation (2006) (0)
- Interactive Generation of Bulgarian and German NL Explanations in Encyclopedic Style (2003) (0)
- Generating Japanese case markers for machine translation (機械翻訳ã«ãŠã‘ã‚‹æ—¥æœ¬èªžæ ¼åŠ©è©žã®ç”Ÿæˆ) (2007) (0)
- The MSR-NRC-SRI MT System for NIST Open Machine Translation 2008 Evaluation (2008) (0)
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