--- title: "Kenneth W. Church — author profile and papers" description: "Kenneth W. Church, Northeastern University: 3 papers on Elamur Research (1988–1993), h-index 61 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/kenneth-w-church/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/kenneth-w-church/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Kenneth W. Church # Kenneth W. Church Kenneth W. Church appears on this site through three papers, from 1988 to 1993, that brought corpus statistics to core problems of language processing. They address part-of-speech tagging, the measurement of word association for lexicography, and the alignment of sentences in bilingual texts, each with a simple probabilistic model applied to large amounts of text. The most cited is [Word Association Norms, Mutual Information, and Lexicography](https://md.research.elamur.ai/free/en/papers/church-1990-word-association-norms-mutual-information/), written with [Patrick Hanks](https://md.research.elamur.ai/free/en/authors/patrick-hanks/). Instead of collecting associations from human subjects, it proposes the association ratio, a statistic based on mutual information that compares how often one word precedes another within a short window against chance. [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/) trains a tagger on the Tagged Brown Corpus and uses a linear-time dynamic programming search to choose the most probable tag sequence for each sentence, motivated by uses such as speech synthesis. The latest of the three, [A Program for Aligning Sentences in Bilingual Corpora](https://md.research.elamur.ai/free/en/papers/gale-1993-program-aligning-sentences-bilingual-corpora/), written with [William A. Gale](https://md.research.elamur.ai/free/en/authors/william-a-gale/), presents align, which pairs sentences with their translations using only their lengths in characters, a step needed for statistical [machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/) and bilingual lexicography. Current bylines list [Northeastern University](https://md.research.elamur.ai/free/en/universities/northeastern-university/), and earlier ones list [Baidu](https://md.research.elamur.ai/free/en/companies/baidu/), [IBM](https://md.research.elamur.ai/free/en/companies/ibm/), [Johns Hopkins University](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) and the [Massachusetts Institute of Technology](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/). Kenneth W. Church has 3 papers in our library, in 1988–1993, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/); often with [Patrick Hanks](https://md.research.elamur.ai/free/en/authors/patrick-hanks/), [William A. Gale](https://md.research.elamur.ai/free/en/authors/william-a-gale/). 3 papers in our library · 1988–1993 current affiliation [Northeastern University](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · Boston United States; [Nscrypt](https://ror.org/04s705w68) · Orlando United States; [Sciperio](https://ror.org/05h017e13) · Orlando United States [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 [3 works in our library](https://md.research.elamur.ai/free/en/authors/kenneth-w-church/#papers) · [1,583 citations in our library](https://md.research.elamur.ai/free/en/authors/kenneth-w-church/cited-by/) · 7 more works in our library · [⭐ Paper Star rank #351](https://md.research.elamur.ai/free/en/paper-stars/page/4/#star-351) 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+W.+Church) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Kenneth+W.+Church) · [dblp](https://dblp.org/search?q=Kenneth+W.+Church) · [ACL Anthology](https://aclanthology.org/search/?q=Kenneth+W.+Church) ## Affiliations [🎓**Northeastern University** Boston · United States 2022–2026 · 32 papers*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🏢**Nscrypt** Orlando · United States *current*](https://ror.org/04s705w68) · [🏢**Sciperio** Orlando · United States *current*](https://ror.org/05h017e13) · [🏢**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 papers](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 1980–2022 · 17 papers](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/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 more institutions on single bylines are not listed. ## Topics [Machine translation 1](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 1990s [**1993** 1 paper](https://md.research.elamur.ai/free/en/papers/gale-1993-program-aligning-sentences-bilingual-corpora/) · [**1990** 1 paper](https://md.research.elamur.ai/free/en/papers/church-1990-word-association-norms-mutual-information/) ### 1980s [**1988** 1 paper](https://md.research.elamur.ai/free/en/papers/church-1988-stochastic-parts-program-noun-phrase/) ## 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 · 4,363 citations)* Psycholinguists have traditionally gathered word association norms by asking thousands of people to respond to a few hundred stimulus words, as in Palermo and Jenkins (1964). 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 · 1,178 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… ## Also in our library 7 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 2 co-authors with a page, the most papers together first. - [Patrick Hanks](https://md.research.elamur.ai/free/en/authors/patrick-hanks/) - [William A. Gale](https://md.research.elamur.ai/free/en/authors/william-a-gale/) ## Cited by Papers of our library cite their works 1,583 times (of the 140,884 papers whose bibliographies we read); [105 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/kenneth-w-church/cited-by/).