Kristina Toutanova

Kristina Toutanova's AcademicInfluence.com Rankings

Kristina Toutanova

Computer Science

#4099

World Rank

#4315

Historical Rank

Algorithms

#125

World Rank

#126

Historical Rank

Computational Linguistics

#326

World Rank

#331

Historical Rank

Machine Learning

#705

World Rank

#715

Historical Rank

computer-science Degrees

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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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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)
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)
The MSR-NRC-SRI MT System for NIST Open Machine Translation 2008 Evaluation (2008) (0)

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Kristina Toutanova's Academic­Influence.com Rankings

Kristina Toutanova's Degrees

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Why Is Kristina Toutanova Influential?

Kristina Toutanova's Published Works

Published Works

Kristina Toutanova's AcademicInfluence.com Rankings