🧑‍🔬 Kenneth Church

🏛️ Affiliations

🎓Northeastern UniversityBoston · United States2022–2026 · 32 paperscurrent🏢AT&TBedminster · United States1985–2004 · 48 papers🏢BaiduBeijing · China2018–2022 · 46 papersEmployment 2018–2022 · Fellow, SVAIL🏢MicrosoftRedmond · United States2004–2010 · 22 papers🎓Massachusetts Institute of TechnologyCambridge · United States1978–2022 · 17 papersEducation 1978–1983 · PhD, EECS🏢IBMArmonk · United States2013–2018 · 16 papers🎓Johns Hopkins UniversityBaltimore · United States2009–2012 · 15 papers🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States2012–2013 · 5 papers🎓Humboldt-Universität zu BerlinBerlin · Germany2021–2022 · 2 papers🎓New York UniversityNew York · United States2021–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2000s

1990s

1980s

📄 Papers

The most cited first (OpenAlex and our library).

1. Word Association Norms, Mutual Information, and Lexicography (1990 · 4,380 citations)
   Psycholinguists measure word association norms by asking many people to respond to a small list of cue words.
2. A Program for Aligning Sentences in Bilingual Corpora (1993 · 1,284 citations)
   Gale and Church tackle sentence alignment: deciding which sentences in a text correspond to which sentences in its translation.
3. A Stochastic Parts Program and Noun Phrase Parser for Unrestricted Text (1988 · 1,184 citations)
   The paper addresses part-of-speech tagging for arbitrary English text. The motivation comes from applications such as speech synthesis, where pronunciation and stress depend on word class, and from making very large corpora more useful to researchers. Church builds a statistical tagger trained on the hand-annotated…
4. Introduction to the Special Issue on Computational Linguistics Using Large Corpora (1993 · 343 citations)
   This editorial opens a Computational Linguistics special issue. It argues that statistical, corpus-driven analysis of language is returning after a long period dominated by rule-based and knowledge-based work. Church and Mercer link the earlier decline of empiricism to critiques such as Chomsky's objections to…
5. A Spelling Correction Program Based on a Noisy Channel Model (1990 · 328 citations)
   The paper addresses how to rank possible fixes for misspelled words, rather than simply listing them. The authors present correct , a post-processor for words flagged by the Unix spell program. For each rejected string it first gathers dictionary words that are one edit away: an insertion, deletion, substitution, or…
6. Using Suffix Arrays to Compute Term Frequency and Document Frequency for All Substrings in a Corpus (2001 · 194 citations)
   Corpus statistics such as term frequency (tf) and document frequency (df) are usually limited to unigrams, bigrams and trigrams, because a corpus of length N contains a quadratic number of substrings.
7. Identifying Word Correspondences in Parallel Texts (1991 · 75 citations)
   Gale and Church address word-level correspondence in bilingual corpora. The task is to find which English words translate which French words inside sentence pairs that have already been aligned. They distinguish this from sentence alignment because word order can cross between languages.
8. Enhanced Good-Turing and Cat-Cal: Two New Methods for Estimating Probabilities of English Bigrams (abbreviated version) (1989 · 29 citations)
   Church and Gale tackle a core problem in n-gram language modelling: estimating bigram probabilities when most possible pairs never occur in the training text.

All works

243 works of theirs in our library, the most cited first; 8 with a page here, the others link their original until we summarise them.

1. Word Association Norms, Mutual Information, and LexicographyComputational LinguisticsKenneth Ward Church, Patrick Hanks1990 · 4,380 citations
2. A Program for Aligning Sentences in Bilingual CorporaComputational LinguisticsWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
3. A Stochastic Parts Program and Noun Phrase Parser for Unrestricted TextConference on Applied Natural Language Processing (ANLP)Kenneth Ward Church1988 · 1,184 citations
4. Word2Vec ↗Natural Language Engineering · no summary yetKenneth Church2016 · 974 citations
5. One Sense Per Discourse ↗Speech and Natural Language: Proceedings of a Workshop Held at Harriman, New York, February 23-26, 1992 · no summary yetWilliam A. Gale, Kenneth W. Church, David Yarowsky1992 · 659 citations
6. A method for disambiguating word senses in a large corpus ↗Computers and the Humanities · no summary yetWilliam A. Gale, Kenneth Church, David Yarowsky1992 · 649 citations
7. Very sparse random projections ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetPing Li, Trevor J. Hastie, Kenneth Church2006 · 644 citations
8. Introduction to the Special Issue on Computational Linguistics Using Large CorporaComputational LinguisticsKenneth W. Church, Robert L. Mercer1993 · 343 citations
9. A Spelling Correction Program Based on a Noisy Channel ModelInternational Conference on Computational Linguistics (COLING)Mark D. Kernighan, Kenneth W. Church, William A. Gale1990 · 328 citations
10. Query suggestion using hitting time ↗no summary yetQiaozhu Mei, Dengyong Zhou, Kenneth Church2008 · 327 citations
11. Identifying word correspondence in parallel texts ↗DARPA Workshop on Speech and Natural Language (HLT) · no summary yetWilliam A. Gale, Kenneth Church1991 · 297 citations
12. Termight: Identifying and Translating Technical Terminology ↗Fourth Conference on Applied Natural Language Processing · no summary yetIdo Dagan, Ken Church1994 · 279 citations
13. A comparison of the enhanced Good-Turing and deleted estimation methods for estimating probabilities of English bigrams ↗Computer Speech & Language · no summary yetKenneth Church, William A. Gale1991 · 275 citations
14. Poisson mixtures ↗Natural Language Engineering · no summary yetKenneth Church, William A. Gale1995 · 246 citations
15. Char_align: A Program for Aligning Parallel Texts at the Character Level ↗31st Annual Meeting of the Association for Computational Linguistics · no summary yetChurch, Kenneth Ward1993 · 240 citations
16. Estimating Upper and Lower Bounds on the Performance of Word-Sense Disambiguation Programs ↗30th Annual Meeting of the Association for Computational Linguistics · no summary yetWilliam Gale, Kenneth Ward Church, David Yarowsky1992 · 211 citations
17. Probability scoring for spelling correction ↗Statistics and Computing · no summary yetKenneth Church, William A. Gale1991 · 210 citations
18. The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines ↗Interspeech (USB) · no summary yetNeville Ryant et al.2019 · 201 citations
19. Good applications for crummy machine translation ↗Machine Translation · no summary yetKenneth Church, Eduard H. Hovy1993 · 196 citations
20. Using Suffix Arrays to Compute Term Frequency and Document Frequency for All Substrings in a CorpusComputational LinguisticsMikio Yamamoto, Kenneth W. Church2001 · 194 citations
21. Inverse Document Frequency (IDF): A Measure of Deviations from Poisson ↗Text, speech and language technology · no summary yetKenneth Church, William A. Gale1999 · 177 citations
22. K-vec: A New Approach for Aligning Parallel Texts ↗COLING 1994 Volume 2: The 15th International Conference on Computational Linguistics · no summary yetPascale Fung, Kenneth Ward Church1994 · 177 citations
23. Coping with Syntactic Ambiguity or How to Put the Block in the Box on the Table ↗Computational Linguistics · no summary yetKenneth Church, Ramesh Patil1982 · 172 citations
24. Robust Bilingual Word Alignment for Machine Aided Translation ↗Text, speech and language technology · no summary yetIdo Dagan, Kenneth Church, William A. Gale1999 · 160 citations
25. Deep neural network features and semi-supervised training for low resource speech recognition ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetSamuel Thomas et al.2013 · 148 citations

See all 243 works by Kenneth Church →

🤝 Co-authors here

3 co-authors with a page, the most papers together first.

• William A. Gale ×4
• Patrick Hanks
• Robert L. Mercer

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Natural Language Engineering ×24
• Computational Linguistics ×10: Computational Linguistics 2001, Computational Linguistics 1993 ×2, Computational Linguistics 1990
• Kluwer international series in engineering and computer science ×10
• Interspeech (USB) ×9
• Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ×9
• IEEE International Conference on Acoustics Speech and Signal Processing ×8
• Lecture notes in computer science ×8
• 18th Annual Meeting of the Association for Computational Linguistics ×7
• Springer eBooks ×7
• Natural language processing. ×4
• International Conference on Computational Linguistics (COLING) ×3: COLING 1990
• Findings of the Association for Computational Linguistics: EMNLP 2020 ×3

🔗 Cited by

Papers of our library cite their works 2,999 times (of the 149,439 papers whose bibliographies we read); 257 citing papers with a page here →.

Updated 31 October 2026

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