---
title: "Kenneth Church — author profile and papers in our library"
description: "Kenneth Church, Northeastern University: 8 papers on Elamur Research (1988–2001), h-index 61 — affiliations, topics, co-authors and who…"
canonical: "https://research.elamur.ai/free/en/authors/kenneth-church/"
---
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# Kenneth Church

Kenneth Church has 8 papers in our library, in 1988–2001, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Grammatical error correction & learner language](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [William A. Gale](https://md.research.elamur.ai/free/en/authors/william-a-gale/), [Patrick Hanks](https://md.research.elamur.ai/free/en/authors/patrick-hanks/), [Robert L. Mercer](https://md.research.elamur.ai/free/en/authors/robert-l-mercer/).

8 papers in our library · 1988–2001

[OpenAlex](https://openalex.org/A5016543371) · [ORCID](https://orcid.org/0000-0001-8378-6069) · [Wikidata](https://www.wikidata.org/wiki/Q131018510) · [**h-index 61**](https://openalex.org/authors/A5016543371) · [348 works](https://openalex.org/works?filter=author.id:A5016543371) · [20,403 citations](https://openalex.org/works?filter=author.id:A5016543371&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 8 works in our library](https://md.research.elamur.ai/free/en/authors/kenneth-church/#papers) · [🔗 Cited 2,999 times in our library](https://md.research.elamur.ai/free/en/authors/kenneth-church/cited-by/) · [235 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #444](https://md.research.elamur.ai/free/en/paper-stars/page/5/#star-444)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Kenneth+Church) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Kenneth+Church) · [dblp](https://dblp.org/search?q=Kenneth+Church) · [ACL Anthology](https://aclanthology.org/search/?q=Kenneth+Church)

## Affiliations

[🎓**Northeastern University** Boston · United States 2022–2026 · 32 papers*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🏢**AT&T** Bedminster · United States 1985–2004 · 48 papers](https://md.research.elamur.ai/free/en/companies/at-t/) · [🏢**Baidu** Beijing · China 2018–2022 · 46 papersEmployment 2018–2022 · Fellow, SVAIL](https://md.research.elamur.ai/free/en/companies/baidu/) · [🏢**Microsoft** Redmond · United States 2004–2010 · 22 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 1978–2022 · 17 papersEducation 1978–1983 · PhD, EECS](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🏢**IBM** Armonk · United States 2013–2018 · 16 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Johns Hopkins University** Baltimore · United States 2009–2012 · 15 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🔬**IBM Research - Thomas J. Watson Research Center** Yorktown Heights · United States 2012–2013 · 5 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-thomas-j-watson-research-center/) · [🎓**Humboldt-Universität zu Berlin** Berlin · Germany 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/humboldt-universitat-zu-berlin/) · [🎓**New York University** New York · United States 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/new-york-university/)

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.

📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 8 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 8 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 8 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 8 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Literature and Literary Theory · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/literature-and-literary-theory/)

🧭 Topics 3 Research subjects and languages the work is about.[Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Grammatical error correction & learner language · 1 work](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/)

💡 Concepts 7 Key ideas and methods explained on our concept pages.[Parsing · 1 work](https://md.research.elamur.ai/free/en/concepts/parsing/) · [TF-IDF · 1 work](https://md.research.elamur.ai/free/en/concepts/tf-idf/) · [Corpus linguistics · 1 work](https://md.research.elamur.ai/free/en/concepts/corpus-linguistics/) · [Distributional semantics · 1 work](https://md.research.elamur.ai/free/en/concepts/distributional-semantics/) · [Lexicography · 1 work](https://md.research.elamur.ai/free/en/concepts/lexicography/) · [N-gram · 1 work](https://md.research.elamur.ai/free/en/concepts/n-gram/) · [Natural language processing · 1 work](https://md.research.elamur.ai/free/en/concepts/natural-language-processing/)

## Works by year

### 2000s

[**2001** 1 paper](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/2001/)

### 1990s

[**1993** 2 papers](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/1993/) · [**1991** 1 paper](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/1991/) · [**1990** 2 papers](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/1990/)

### 1980s

[**1989** 1 paper](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/1989/) · [**1988** 1 paper](https://md.research.elamur.ai/free/en/authors/kenneth-church/year/1988/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Word Association Norms, Mutual Information, and Lexicography](https://md.research.elamur.ai/free/en/papers/church-1990-word-association-norms-mutual-information/)** *(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](https://md.research.elamur.ai/free/en/papers/gale-1993-program-aligning-sentences-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](https://md.research.elamur.ai/free/en/papers/church-1988-stochastic-parts-program-noun-phrase/)** *(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](https://md.research.elamur.ai/free/en/papers/church-1993-introduction-special-issue-computational-linguistics/)** *(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](https://md.research.elamur.ai/free/en/papers/kernighan-1990-spelling-correction-program-based-noisy/)** *(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](https://md.research.elamur.ai/free/en/papers/yamamoto-2001-suffix-arrays-compute-term-frequency/)** *(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](https://md.research.elamur.ai/free/en/papers/gale-1991-identifying-word-correspondences-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)](https://md.research.elamur.ai/free/en/papers/church-1989-enhanced-good-turing-cat-cal/)** *(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 Lexicography](https://md.research.elamur.ai/free/en/papers/church-1990-word-association-norms-mutual-information/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Kenneth Ward Church, Patrick Hanks*1990 · 4,380 citations*
2. **[A Program for Aligning Sentences in Bilingual Corpora](https://md.research.elamur.ai/free/en/papers/gale-1993-program-aligning-sentences-bilingual-corpora/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**William A. Gale, Kenneth W. Church*1993 · 1,284 citations*
3. **[A Stochastic Parts Program and Noun Phrase Parser for Unrestricted Text](https://md.research.elamur.ai/free/en/papers/church-1988-stochastic-parts-program-noun-phrase/) [Conference on Applied Natural Language Processing (ANLP)](https://md.research.elamur.ai/free/en/venues/anlp/)**Kenneth Ward Church*1988 · 1,184 citations*
4. **[Word2Vec ↗](https://doi.org/10.1017/s1351324916000334) Natural Language Engineering · no summary yet**Kenneth Church*2016 · 974 citations*
5. **[One Sense Per Discourse ↗](https://aclanthology.org/H92-1045/) Speech and Natural Language: Proceedings of a Workshop Held at Harriman, New York, February 23-26, 1992 · no summary yet**William A. Gale, Kenneth W. Church, David Yarowsky*1992 · 659 citations*
6. **[A method for disambiguating word senses in a large corpus ↗](https://doi.org/10.1007/bf00136984) Computers and the Humanities · no summary yet**William A. Gale, Kenneth Church, David Yarowsky*1992 · 649 citations*
7. **[Very sparse random projections ↗](https://doi.org/10.1145/1150402.1150436) ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Ping Li, Trevor J. Hastie, Kenneth Church*2006 · 644 citations*
8. **[Introduction to the Special Issue on Computational Linguistics Using Large Corpora](https://md.research.elamur.ai/free/en/papers/church-1993-introduction-special-issue-computational-linguistics/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Kenneth W. Church, Robert L. Mercer*1993 · 343 citations*
9. **[A Spelling Correction Program Based on a Noisy Channel Model](https://md.research.elamur.ai/free/en/papers/kernighan-1990-spelling-correction-program-based-noisy/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Mark D. Kernighan, Kenneth W. Church, William A. Gale*1990 · 328 citations*
10. **[Query suggestion using hitting time ↗](https://doi.org/10.1145/1458082.1458145) no summary yet**Qiaozhu Mei, Dengyong Zhou, Kenneth Church*2008 · 327 citations*
11. **[Identifying word correspondence in parallel texts ↗](https://doi.org/10.3115/112405.112428) DARPA Workshop on Speech and Natural Language (HLT) · no summary yet**William A. Gale, Kenneth Church*1991 · 297 citations*
12. **[Termight: Identifying and Translating Technical Terminology ↗](https://aclanthology.org/A94-1006/) Fourth Conference on Applied Natural Language Processing · no summary yet**Ido Dagan, Ken Church*1994 · 279 citations*
13. **[A comparison of the enhanced Good-Turing and deleted estimation methods for estimating probabilities of English bigrams ↗](https://doi.org/10.1016/0885-2308(91)90016-j) Computer Speech & Language · no summary yet**Kenneth Church, William A. Gale*1991 · 275 citations*
14. **[Poisson mixtures ↗](https://doi.org/10.1017/s1351324900000139) Natural Language Engineering · no summary yet**Kenneth Church, William A. Gale*1995 · 246 citations*
15. **[Char_align: A Program for Aligning Parallel Texts at the Character Level ↗](https://aclanthology.org/P93-1001/) 31st Annual Meeting of the Association for Computational Linguistics · no summary yet**Church, Kenneth Ward*1993 · 240 citations*
16. **[Estimating Upper and Lower Bounds on the Performance of Word-Sense Disambiguation Programs ↗](https://aclanthology.org/P92-1032/) 30th Annual Meeting of the Association for Computational Linguistics · no summary yet**William Gale, Kenneth Ward Church, David Yarowsky*1992 · 211 citations*
17. **[Probability scoring for spelling correction ↗](https://doi.org/10.1007/bf01889984) Statistics and Computing · no summary yet**Kenneth Church, William A. Gale*1991 · 210 citations*
18. **[The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines ↗](https://doi.org/10.21437/interspeech.2019-1268) Interspeech (USB) · no summary yet**Neville Ryant et al.*2019 · 201 citations*
19. **[Good applications for crummy machine translation ↗](https://doi.org/10.1007/bf00981759) Machine Translation · no summary yet**Kenneth Church, Eduard H. Hovy*1993 · 196 citations*
20. **[Using Suffix Arrays to Compute Term Frequency and Document Frequency for All Substrings in a Corpus](https://md.research.elamur.ai/free/en/papers/yamamoto-2001-suffix-arrays-compute-term-frequency/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Mikio Yamamoto, Kenneth W. Church*2001 · 194 citations*
21. **[Inverse Document Frequency (IDF): A Measure of Deviations from Poisson ↗](https://doi.org/10.1007/978-94-017-2390-9_18) Text, speech and language technology · no summary yet**Kenneth Church, William A. Gale*1999 · 177 citations*
22. **[K-vec: A New Approach for Aligning Parallel Texts ↗](https://aclanthology.org/C94-2178/) COLING 1994 Volume 2: The 15th International Conference on Computational Linguistics · no summary yet**Pascale Fung, Kenneth Ward Church*1994 · 177 citations*
23. **[Coping with Syntactic Ambiguity or How to Put the Block in the Box on the Table ↗](https://aclanthology.org/J82-3004/) Computational Linguistics · no summary yet**Kenneth Church, Ramesh Patil*1982 · 172 citations*
24. **[Robust Bilingual Word Alignment for Machine Aided Translation ↗](https://doi.org/10.1007/978-94-017-2390-9_13) Text, speech and language technology · no summary yet**Ido Dagan, Kenneth Church, William A. Gale*1999 · 160 citations*
25. **[Deep neural network features and semi-supervised training for low resource speech recognition ↗](https://doi.org/10.1109/icassp.2013.6638959) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Samuel Thomas et al.*2013 · 148 citations*

[See all 243 works by Kenneth Church →](https://md.research.elamur.ai/free/en/authors/kenneth-church/works/)

## Co-authors here

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

- [William A. Gale](https://md.research.elamur.ai/free/en/authors/william-a-gale/) ×4
- [Patrick Hanks](https://md.research.elamur.ai/free/en/authors/patrick-hanks/)
- [Robert L. Mercer](https://md.research.elamur.ai/free/en/authors/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](https://md.research.elamur.ai/free/en/venues/cl/) ×10: [Computational Linguistics 2001](https://md.research.elamur.ai/free/en/venues/cl/2001/), [Computational Linguistics 1993](https://md.research.elamur.ai/free/en/venues/cl/1993/) ×2, [Computational Linguistics 1990](https://md.research.elamur.ai/free/en/venues/cl/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)](https://md.research.elamur.ai/free/en/venues/coling/) ×3: [COLING 1990](https://md.research.elamur.ai/free/en/venues/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); [268 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/kenneth-church/cited-by/).

Updated 31 October 2026