🧑‍🔬 Kristina Toutanova — all works

50 works · ← Kristina Toutanova

1. BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Devlin, Ming-Wei Chang, Kenton Lee, et al.2019 · 56,209 citations
2. Natural Questions: A Benchmark for Question Answering ResearchTransactions of the Association for Computational Linguistics (TACL)Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,093 citations
3. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,571 citations
4. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Christopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,330 citations
5. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Kenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,253 citations
6. Observed versus latent features for knowledge base and text inferenceWorkshop on Continuous Vector Space Models and their CompositionalityKristina Toutanova, Danqi Chen2015 · 1,243 citations
7. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerConference on Empirical Methods in Natural Language Processing (EMNLP)Kristina Toutanova, Christopher D. Manning2000 · 1,083 citations
8. Representing Text for Joint Embedding of Text and Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP)Kristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 907 citations
9. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsarXiv:1908.08962Iulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 678 citations
10. Cross-Sentence N-ary Relation Extraction with Graph LSTMsTransactions of the Association for Computational Linguistics (TACL)Nanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 557 citations
11. Sparse, Dense, and Attentional Representations for Text RetrievalTransactions of the Association for Computational Linguistics (TACL)Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 503 citations
12. Zero-Shot Entity Linking by Reading Entity Descriptions ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetLajanugen Logeswaran et al.2019 · 353 citations
13. Extracting Parallel Sentences from Comparable Corpora using Document Level AlignmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jason R. Smith, Chris Quirk, Kristina Toutanova2010 · 302 citations
14. Learning Discriminative Projections for Text Similarity MeasuresConference on Computational Natural Language Learning (CoNLL)Wen-tau Yih, Kristina Toutanova, John C. Platt, et al.2011 · 277 citations
15. Pronunciation Modeling for Improved Spelling CorrectionAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Robert Moore2002 · 252 citations
16. Joint Learning Improves Semantic Role LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Aria Haghighi, Christopher Manning2005 · 251 citations
17. Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetPeter Shaw et al.2021 · 222 citations
18. A Global Joint Model for Semantic Role LabelingComputational LinguisticsKristina Toutanova, Aria Haghighi, Christopher D. Manning2008 · 214 citations
19. The LinGO Redwoods Treebank: Motivation and Preliminary ApplicationsStephan Oepen, Kristina Toutanova, Stuart Shieber, et al.English · 214 citations
20. Unsupervised Morphological Segmentation with Log-Linear ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
21. LinGO Redwoods: A Rich and Dynamic Treebank for HPSGStephan Oepen, Dan Flickinger, Kristina Toutanova, et al.English · 200 citations
22. Applying Morphology Generation Models to Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Hisami Suzuki, Achim Ruopp2008 · 184 citations
23. Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetKristina Toutanova et al.2016 · 162 citations
24. Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding ↗arXiv:2210.03347 · no summary yetKenton Lee et al.2022 · 158 citations
25. A Nested Attention Neural Hybrid Model for Grammatical Error Correction ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJianshu Ji et al.2017 · 151 citations
26. Extensions to HMM-based Statistical Word Alignment Models ↗Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002) · no summary yetKristina Toutanova, H. Tolga Ilhan, Christopher Manning2002 · 121 citations
27. Stochastic HPSG Parse Disambiguation using the Redwoods Corpus ↗Research on Language and Computation · no summary yetKristina Toutanova et al.2005 · 85 citations
28. Improving Compositional Generalization with Latent Structure and Data AugmentationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Linlu Qiu, Peter Shaw, Panupong Pasupat, et al.2022 · 76 citations
29. A Joint Model for Semantic Role Labeling ↗Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) · no summary yetAria Haghighi, Kristina Toutanova, Christopher Manning2005 · 74 citations
30. Combining Heterogeneous Classifiers for Word Sense Disambiguation ↗Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions · no summary yetDan Klein et al.2002 · 66 citations
31. Parse Disambiguation for a Rich HPSG Grammar ↗no summary yetKristina Toutanova et al.2002 · 64 citations
32. A global model for joint lemmatization and part-of-speech predictionKristina Toutanova, Colin CherryEnglish · 58 citations
33. DISTANT SUPERVISION FOR CANCER PATHWAY EXTRACTION FROM TEXT ↗Pacific Symposium on Biocomputing (PSB) · no summary yetHoifung Poon, Kristina Toutanova, Chris Quirk2014 · 52 citations
34. Robust Textual Inference using Diverse Knowledge Sources ↗no summary yetRajat Raina et al.2005 · 49 citations
35. A Discriminative Syntactic Word Order Model for Machine Translation ↗Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics · no summary yetPi-Chuan Chang, Kristina Toutanova2007 · 48 citations
36. Stochastic HPSG Parse Selection using the Redwoods Corpus ↗Journal of Logic and Computation · no summary yetKristina Toutanova et al.2005 · 41 citations
37. Grounded Semantic Parsing for Complex Knowledge Extraction ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetAnkur P. Parikh, Hoifung Poon, Kristina Toutanova2015 · 35 citations
38. The Leaf Projection Path View of Parse Trees: Exploring String Kernels for HPSG Parse Selection ↗no summary yetKristina Toutanova, Penka Markova, Christopher D. Manning2004 · 33 citations
39. Feature Selection for a Rich HPSG Grammar Using Decision Trees ↗COLING-02: The 6th Conference on Natural Language Learning 2002 (CoNLL-2002) · no summary yetKristina Toutanova, Christopher D. Manning2002 · 31 citations
40. The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection ↗Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing · no summary yetKristina Toutanova, Penka Markova, Christopher Manning2004 · 30 citations
41. Microsoft Research Treelet Translation System: NAACL 2006 Europarl Evaluation ↗Proceedings on the Workshop on Statistical Machine Translation · no summary yetArul Menezes, Kristina Toutanova, Chris Quirk2006 · 15 citations
42. Effective statistical models for syntactic and semantic disambiguation ↗no summary yetChristopher D. Manning, Kristina Toutanova2005 · 13 citations
43. Optimizing Local Probability Models for Statistical Parsing ↗Lecture notes in computer science · no summary yetKristina Toutanova, Mark Mitchell, Christopher D. Manning2003 · 10 citations
44. Parse Selection on the Redwoods Corpus: 3rd Growth Results ↗no summary yetKristina Toutanova et al.2003 · 2 citations
45. Model Selection for Type-Supervised Learning with Application to POS Tagging ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetKristina Toutanova et al.2015 · 1 citation
46. NLP for Precision Medicine ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetHoifung Poon et al.2017
47. Association for Computational Linguistics. Extensions to HMM-based Statistical Word Alignment Models ↗no summary yetKristina Toutanova, H. Tolga Ilhan, Christopher D. Manning2013
48. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network ↗no summary yetKristina Toutanova et al.2007
49. Learning Random Walk Models for ↗no summary yetInducing Word Dependency et al.2004
50. Learning random walk models for inducing word dependency distributions. ICML ↗no summary yetKristina Toutanova, Christopher D. Manning, Andrew Ng2004

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