---
title: "Columbia University — research, people and papers"
description: "Columbia University (New York, United States): 118 works on the Elamur Research site, 42 people with a page, 44,744 citations; its topics, units and the…"
canonical: "https://research.elamur.ai/free/en/universities/columbia-university/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/columbia-university/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [universities](https://md.research.elamur.ai/free/en/universities/) / Columbia University

# Columbia University

University [New York](https://md.research.elamur.ai/free/en/agglomerations/new-york-city/), United Statesin the agglomeration of [New York City](https://md.research.elamur.ai/free/en/agglomerations/new-york-city/) · CU

- [Website](https://www.columbia.edu)
- [ROR](https://ror.org/00hj8s172)
- [OpenAlex](https://openalex.org/I78577930)
- [Wikidata](https://www.wikidata.org/wiki/Q49088)

[**118** works in our library](https://md.research.elamur.ai/free/en/universities/columbia-university/works/) · [**42** authors with a page](https://md.research.elamur.ai/free/en/universities/columbia-university/authors/) · [**44,744** citations of these works](https://md.research.elamur.ai/free/en/universities/columbia-university/works/) · [**16,631** citations in our library](https://md.research.elamur.ai/free/en/universities/columbia-university/works/)

## People (42)

Authors with a page here who worked or studied at Columbia University, confirmed by their records or by their bylines: first those whose cited work was done most here; beside each, their citations.

- [Nizar Habash](https://md.research.elamur.ai/free/en/authors/nizar-habash/) — 2004–2019 on 98 papers · employment (ORCID) · employment (Wikidata) · 80 papers here · 12,659 citations
- [Mona Diab](https://md.research.elamur.ai/free/en/authors/mona-diab/) — 2006–2020 on 61 papers · 22 papers here · 10,168 citations
- [Kathleen McKeown](https://md.research.elamur.ai/free/en/authors/kathleen-mckeown/) — current · 1983–2026 on 322 papers · employment (ORCID) · 15 papers here · 6,339 citations
- [Owen Rambow](https://md.research.elamur.ai/free/en/authors/owen-rambow/) — 2002–2023 on 124 papers · employment (Wikidata) · 29 papers here · 6,527 citations
- [Michel Galley](https://md.research.elamur.ai/free/en/authors/michel-galley/) — 2003–2024 on 13 papers · 15 papers here · 11,996 citations
- [Faisal Ladhak](https://md.research.elamur.ai/free/en/authors/faisal-ladhak/) — 2020–2024 on 25 papers · 6 papers here · 5,043 citations
- [Collin Burns](https://md.research.elamur.ai/free/en/authors/collin-burns/) — 2020–2021 on 6 papers · 6 papers here · 7,055 citations
- [Cynthia Rudin](https://md.research.elamur.ai/free/en/authors/cynthia-rudin/) — 2007–2012 on 8 papers · 3 papers here · 10,684 citations
- [Noura Farra](https://md.research.elamur.ai/free/en/authors/noura-farra/) — 2013–2019 on 11 papers · 4 papers here · 3,631 citations
- [Sara Rosenthal](https://md.research.elamur.ai/free/en/authors/sara-rosenthal/) — 2010–2019 on 18 papers · 8 papers here · 5,999 citations
- [Julia Hirschberg](https://md.research.elamur.ai/free/en/authors/julia-hirschberg/) — current · 2003–2026 on 246 papers · employment (ORCID) · 10 papers here · 3,302 citations
- [Weiwei Guo](https://md.research.elamur.ai/free/en/authors/weiwei-guo/) — 2009–2015 on 22 papers · 4 papers here · 2,475 citations
- [Rebecca Passonneau](https://md.research.elamur.ai/free/en/authors/rebecca-passonneau/) — 1991–2021 on 76 papers · 5 papers here · 2,694 citations
- [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/) — 2020–2021 on 7 papers · 6 papers here · 4,822 citations
- [Ramy Eskander](https://md.research.elamur.ai/free/en/authors/ramy-eskander/) — 2012–2022 on 29 papers · 2 papers here · 2,826 citations
- [Smaranda Muresan](https://md.research.elamur.ai/free/en/authors/smaranda-muresan/) — current · 2001–2026 on 111 papers · 10 papers here · 2,417 citations
- [Ramesh Nallapati](https://md.research.elamur.ai/free/en/authors/ramesh-nallapati/) — 2020–2021 on 7 papers · 4 papers here · 3,309 citations
- [Ryan Roth](https://md.research.elamur.ai/free/en/authors/ryan-roth/) — current · 2003–2013 on 25 papers · 3 papers here · 1,803 citations
- [Ahmed El Kholy](https://md.research.elamur.ai/free/en/authors/ahmed-el-kholy/) — 2010–2016 on 12 papers · 2 papers here · 3,197 citations
- [Zhou Yu](https://md.research.elamur.ai/free/en/authors/zhou-yu/) — current · 2021–2026 on 41 papers · 7 papers here · 2,254 citations
- [Vasileios Hatzivassiloglou](https://md.research.elamur.ai/free/en/authors/vasileios-hatzivassiloglou/) — current · 1993–2023 on 40 papers · 2 papers here · 1,674 citations
- [Vinodkumar Prabhakaran](https://md.research.elamur.ai/free/en/authors/vinodkumar-prabhakaran/) — 2009–2022 on 22 papers · education (Wikidata) · 5 papers here · 2,932 citations
- [Frank Smadja](https://md.research.elamur.ai/free/en/authors/frank-smadja/) — 1989–1996 on 11 papers · 2 papers here · 1,550 citations
- [Apoorv Agarwal](https://md.research.elamur.ai/free/en/authors/apoorv-agarwal/) — 2009–2015 on 22 papers · 2 papers here · 1,497 citations
- [Noemie Elhadad](https://md.research.elamur.ai/free/en/authors/noemie-elhadad/) — current · 2001–2026 on 170 papers · education (Wikidata) · employment (Wikidata) · 4 papers here · 1,368 citations

[See all 144 people →](https://md.research.elamur.ai/free/en/universities/columbia-university/authors/)

**Also published with this affiliation (102)**

Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.

- [David M. Blei](https://md.research.elamur.ai/free/en/authors/david-m-blei/) — current · 2014–2026 on 163 papers · employment (Wikidata) · 4 papers here · 37,495 citations
- [Michael Collins](https://md.research.elamur.ai/free/en/authors/michael-collins/) — 2011–2021 on 46 papers · 21 papers here · 20,822 citations
- [Dan Hendrycks](https://md.research.elamur.ai/free/en/authors/dan-hendrycks/) — 2020 on 2 papers · 7 papers here · 10,969 citations
- [Jianfeng Gao](https://md.research.elamur.ai/free/en/authors/jianfeng-gao/) — 2018–2024 on 5 papers · 31 papers here · 30,685 citations
- [Jacob Steinhardt](https://md.research.elamur.ai/free/en/authors/jacob-steinhardt/) — 2020 on 2 papers · 8 papers here · 8,144 citations
- [Steven Basart](https://md.research.elamur.ai/free/en/authors/steven-basart/) — 2020 on 2 papers · 5 papers here · 7,437 citations
- [Cicero Nogueira dos Santos](https://md.research.elamur.ai/free/en/authors/cicero-nogueira-dos-santos/) — 2020–2021 on 3 papers · 8 papers here · 7,280 citations
- [Alan Ritter](https://md.research.elamur.ai/free/en/authors/alan-ritter/) — 2015–2016 on 2 papers · 16 papers here · 9,756 citations
- [Pascale Fung](https://md.research.elamur.ai/free/en/authors/pascale-fung/) — 1993–2008 on 13 papers · 12 papers here · 14,426 citations
- [Regina Barzilay](https://md.research.elamur.ai/free/en/authors/regina-barzilay/) — 1999–2003 on 9 papers · education (Wikidata) · 21 papers here · 10,594 citations
- [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/) — 2015–2023 on 2 papers · 32 papers here · 13,932 citations
- [Pengcheng He](https://md.research.elamur.ai/free/en/authors/pengcheng-he/) — 2022–2023 on 2 papers · 10 papers here · 6,975 citations
- [Shunyu Yao](https://md.research.elamur.ai/free/en/authors/shunyu-yao/) — 2021 on 2 papers · 6 papers here · 6,787 citations
- [Edouard Grave](https://md.research.elamur.ai/free/en/authors/edouard-grave/) — 2015–2018 on 7 papers · 14 papers here · 9,277 citations
- [Pradeep Dasigi](https://md.research.elamur.ai/free/en/authors/pradeep-dasigi/) — 2011–2014 on 6 papers · education (ORCID) · 9 papers here · 5,341 citations
- [Yejin Choi](https://md.research.elamur.ai/free/en/authors/yejin-choi/) — 2022–2023 on 3 papers · 48 papers here · 27,882 citations
- [Caiming Xiong](https://md.research.elamur.ai/free/en/authors/caiming-xiong/) — 2023–2024 on 3 papers · 21 papers here · 16,209 citations
- [Jacob Andreas](https://md.research.elamur.ai/free/en/authors/jacob-andreas/) — 2010–2012 on 6 papers · education (Wikidata) · 12 papers here · 4,853 citations
- [Karthik Narasimhan](https://md.research.elamur.ai/free/en/authors/karthik-narasimhan/) — 2021 on 2 papers · 8 papers here · 7,724 citations
- [Baolin Peng](https://md.research.elamur.ai/free/en/authors/baolin-peng/) — 2022–2024 on 4 papers · 4 papers here · 2,479 citations
- [Samuel Brody](https://md.research.elamur.ai/free/en/authors/samuel-brody/) — 2009–2010 on 4 papers · 3 papers here · 1,036 citations
- [Silvio Savarese](https://md.research.elamur.ai/free/en/authors/silvio-savarese/) — 2010–2024 on 6 papers · 2 papers here · 2,991 citations
- [Ani Nenkova](https://md.research.elamur.ai/free/en/authors/ani-nenkova/) — 2002–2013 on 19 papers · 10 papers here · 2,588 citations
- [Adam Poliak](https://md.research.elamur.ai/free/en/authors/adam-poliak/) — 2020–2022 on 6 papers · 6 papers here · 2,355 citations
- [Zhiguo Wang](https://md.research.elamur.ai/free/en/authors/zhiguo-wang/) — 2021 on 3 papers · 6 papers here · 2,398 citations

[All of them →](https://md.research.elamur.ai/free/en/universities/columbia-university/authors/)

## Works in our library (118)

The most cited first (OpenAlex citations plus our library's).

- [A Maximum Entropy Approach to Natural Language Processing](https://md.research.elamur.ai/free/en/papers/berger-1996-maximum-entropy-approach-natural-language/) — Adam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra · 1996 · 3,633 citations
- [Measuring Massive Multitask Language Understanding](https://md.research.elamur.ai/free/en/papers/hendrycks-2020-measuring-massive-multitask-language-understanding/) — Dan Hendrycks, Collin Burns, Steven Basart, et al. · 2020 · 3,489 citations
- [Visual Instruction Tuning](https://md.research.elamur.ai/free/en/papers/liu-2023-visual-instruction-tuning/) — Haotian Liu, Chunyuan Li, Qingyang Wu, et al. · 2023 · 2,487 citations
- [Sentiment Analysis of Twitter Data](https://md.research.elamur.ai/free/en/papers/agarwal-2011-sentiment-analysis-twitter-data/) — Apoorv Agarwal, Boyi Xie, Ilia Vovsha, et al. · 2011 · 1,457 citations
- [V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure](https://md.research.elamur.ai/free/en/papers/rosenberg-2007-vmeasure-conditional-entropy-cluster-evaluation/) — Andrew Rosenberg, Julia Hirschberg · 2007 · 1,279 citations
- [SemEval-2017 Task 4: Sentiment Analysis in Twitter](https://md.research.elamur.ai/free/en/papers/rosenthal-2017-semeval-2017-task-4-sentiment/) — Sara Rosenthal, Noura Farra, Preslav Nakov · 2017 · 1,159 citations
- [Predicting the Type and Target of Offensive Posts in Social Media](https://md.research.elamur.ai/free/en/papers/zampieri-2019-predicting-type-target-offensive-posts/) — Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al. · 2019 · 1,113 citations
- [SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)](https://md.research.elamur.ai/free/en/papers/zampieri-2019-semeval-2019-task-6-identifying/) — Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al. · 2019 · 1,109 citations
- [SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity](https://md.research.elamur.ai/free/en/papers/agirre-2012-semeval-2012-task-6-pilot/) — Eneko Agirre, Daniel Cer, Mona Diab, et al. · 2012 · 1,107 citations
- [SemEval-2016 Task 4: Sentiment Analysis in Twitter](https://md.research.elamur.ai/free/en/papers/nakov-2016-semeval-2016-task-4-sentiment/) — Preslav Nakov, Alan Ritter, Sara Rosenthal, et al. · 2016 · 1,081 citations
- [Retrieving Collocations from Text: Xtract](https://md.research.elamur.ai/free/en/papers/smadja-1993-retrieving-collocations-text-xtract/) — Frank Smadja · 1993 · 951 citations
- [Topic Modeling in Embedding Spaces](https://md.research.elamur.ai/free/en/papers/dieng-2020-topic-modeling-embedding-spaces/) — Adji B. Dieng, Francisco J. R. Ruiz, David M. Blei · 2020 · 914 citations
- [MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of Arabic](https://md.research.elamur.ai/free/en/papers/pasha-2014-madamira-fast-comprehensive-tool-morphological/) — Arfath Pasha, Mohamed Al-Badrashiny, Mona Diab, et al. · 2014 · 835 citations
- [SemEval-2014 Task 10: Multilingual Semantic Textual Similarity](https://md.research.elamur.ai/free/en/papers/agirre-2014-semeval-2014-task-10-multilingual/) — Eneko Agirre, Carmen Banea, Claire Cardie, et al. · 2014 · 783 citations
- [SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability](https://md.research.elamur.ai/free/en/papers/agirre-2015-semeval-2015-task-2-semantic/) — Eneko Agirre, Carmen Banea, Claire Cardie, et al. · 2015 · 758 citations
- [Unified Pre-training for Program Understanding and Generation](https://md.research.elamur.ai/free/en/papers/ahmad-2021-unified-pre-training-program-understanding/) — Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al. · 2021 · 746 citations
- [SemEval-2014 Task 9: Sentiment Analysis in Twitter](https://md.research.elamur.ai/free/en/papers/rosenthal-2014-semeval-2014-task-9-sentiment/) — Sara Rosenthal, Alan Ritter, Preslav Nakov, et al. · 2014 · 741 citations
- [Extracting Paraphrases from a Parallel Corpus](https://md.research.elamur.ai/free/en/papers/barzilay-2001-extracting-paraphrases-parallel-corpus/) — Regina Barzilay, Kathleen R. McKeown · 2001 · 691 citations
- [Globally Normalized Transition-Based Neural Networks](https://md.research.elamur.ai/free/en/papers/andor-2016-globally-normalized-transition-based-neural/) — Daniel Andor, Chris Alberti, David Weiss, et al. · 2016 · 676 citations
- [Benchmarking Large Language Models for News Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2024-benchmarking-large-language-models-news/) — Tianyi Zhang, Faisal Ladhak, Esin Durmus, et al. · 2024 · 663 citations
- [SEM 2013 shared task: Semantic Textual Similarity](https://md.research.elamur.ai/free/en/papers/agirre-2013-sem-2013-shared-task-semantic/) — Eneko Agirre, Daniel Cer, Mona Diab, et al. · 2013 · 658 citations
- [Detecting Hate Speech on the World Wide Web](https://md.research.elamur.ai/free/en/papers/warner-2012-detecting-hate-speech-world-wide/) — William Warner, Julia Hirschberg · 2012 · 655 citations
- [Scalable Inference and Training of Context-Rich Syntactic Translation Models](https://md.research.elamur.ai/free/en/papers/galley-2006-scalable-inference-training-context-rich/) — Michel Galley, Jonathan Graehl, Kevin Knight, et al. · 2006 · 638 citations
- [Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell Swoop](https://md.research.elamur.ai/free/en/papers/habash-2005-arabic-tokenization-part-speech-tagging/) — Nizar Habash, Owen Rambow · 2005 · 634 citations
- [Translating Collocations for Bilingual Lexicons: A Statistical Approach](https://md.research.elamur.ai/free/en/papers/smadja-1996-translating-collocations-bilingual-lexicons-statistical/) — Frank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou · 1996 · 599 citations

[See all 118 works →](https://md.research.elamur.ai/free/en/universities/columbia-university/works/)

## Topics

What its works here are about; the number is its works on the topic.

[Semitic languages 31](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion 20](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Morphology 15](https://md.research.elamur.ai/free/en/topics/morphology/) · [Language models & pretraining 8](https://md.research.elamur.ai/free/en/topics/language-models/) · [Summarization 7](https://md.research.elamur.ai/free/en/topics/summarization/) · [Dialogue systems 6](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Machine translation 5](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Discourse analysis 4](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Reasoning 4](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Idioms & multiword expressions 4](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) · [Dependency parsing 3](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Question answering 3](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Multilingual & cross-lingual NLP 3](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Hebrew & Aramaic 3](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Bias, fairness & safety 3](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

**14 more topics**

[Vision & language 3](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Speech act theory 2](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Coreference resolution 2](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Treebanks 2](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Semantic role labeling 2](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Evaluation & benchmarks 2](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Tokenization & segmentation 2](https://md.research.elamur.ai/free/en/topics/tokenization/) · [Implicature 1](https://md.research.elamur.ai/free/en/topics/implicature/) · [Word sense disambiguation 1](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Part-of-speech tagging 1](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Code & programming languages 1](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Legal AI 1](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Syntax & grammar formalisms 1](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Interpretability 1](https://md.research.elamur.ai/free/en/topics/interpretability/)

Fields: [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/) (67) · [Natural language processing](https://md.research.elamur.ai/free/en/shelves/nlp/) (51) · [Machine translation](https://md.research.elamur.ai/free/en/shelves/machine-translation/) (6) · [Computing & GPUs](https://md.research.elamur.ai/free/en/shelves/computing/) (3) · [Mathematics & statistics](https://md.research.elamur.ai/free/en/shelves/mathematics/) (2) · [Law](https://md.research.elamur.ai/free/en/shelves/law/) (2) · [AI & machine learning](https://md.research.elamur.ai/free/en/shelves/ai/) (1)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Google 8](https://md.research.elamur.ai/free/en/companies/google/) [Stanford University 10](https://md.research.elamur.ai/free/en/universities/stanford-university/) [University of California, Berkeley 5](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [Meta 1](https://md.research.elamur.ai/free/en/companies/meta/) [University of Washington 7](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 3](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [Carnegie Mellon University 11](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [University of Cambridge 3](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [Microsoft 4](https://md.research.elamur.ai/free/en/companies/microsoft/) [Johns Hopkins University 7](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [New York University 3](https://md.research.elamur.ai/free/en/universities/new-york-university/) [University of Amsterdam 1](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/)

## Parent and units

**Units** ICAP Global Health Lamont-Doherty Earth Observatory

**Related** Barnard College Columbia University Irving Medical Center Greenwich Hospital Holy Name Medical Center NewYork–Presbyterian Hospital St. Francis Hospital Stamford Hospital

From the Research Organization Registry (ROR); those with a page here are linked.

Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Columbia University; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.