# Dan Roth

> Israeli computer scientist, University of Illinois at Urbana-Champaign

**Wikidata**: [Q22096726](https://www.wikidata.org/wiki/Q22096726)  
**Wikipedia**: [English](https://en.wikipedia.org/wiki/Dan_Roth)  
**Source**: https://4ort.xyz/entity/dan-roth

## Summary
Dan Roth is an Israeli computer scientist and a faculty member at the University of Illinois Urbana–Champaign. He is known for foundational contributions to machine learning and inference and for developing learning-centered solutions to natural language problems, recognized by fellowships in AAAI (2009), ACM (2011), and AAAS (2014).

## Biography
- Born: (place) Haifa
- Nationality: Israel
- Education: Technion – Israel Institute of Technology; Harvard University
- Known for: Contributions to the foundations of machine learning and inference and for learning-centered solutions to natural language problems
- Employer(s): University of Illinois Urbana–Champaign; University of Pennsylvania
- Field(s): Computer science (machine learning, natural language processing)

## Contributions
Dan Roth’s work is characterized by contributions to the theoretical foundations of machine learning and to applied methods for natural language processing. His contributions were explicitly cited in his election as an AAAI Fellow (2009) “for significant contributions to the foundations of machine learning and inference and to developing learning-centered solutions to natural language problems,” and as an ACM Fellow (2011) “for contributions to machine learning and natural language processing.” He has supervised multiple doctoral students who continued in research careers, including Ming-Hsuan Yang and Wen-tau Yih. His publications and academic output are indexed under DBLP author id r/DanRoth, MR author id 355998, ACM Digital Library author id 81100201453, and Google Scholar author id E-bpPWgAAAAJ. Roth has held faculty appointments at the University of Pennsylvania and at the University of Illinois Urbana–Champaign, and he is a member of the Association for Computing Machinery (ACM Fellow, start date 2011-12-08). These recognitions document impact on both foundational theory and practical solutions in machine learning and natural language processing.

## FAQs
### Q: Who is Dan Roth?
A: Dan Roth is an Israeli computer scientist and a faculty member at the University of Illinois Urbana–Champaign known for work in machine learning and natural language processing.

### Q: What is Dan Roth known for?
A: He is known for contributions to the foundations of machine learning and inference and for developing learning-centered approaches to natural language problems, as cited in his AAAI and ACM fellowships.

### Q: Where has Dan Roth worked?
A: He has been affiliated with the University of Pennsylvania and the University of Illinois Urbana–Champaign.

### Q: What honors has he received?
A: He is an AAAI Fellow (2009), an ACM Fellow (2011), and a Fellow of the American Association for the Advancement of Science (2014).

## Why They Matter
Dan Roth’s significance lies in the combination of theoretical and applied contributions to machine learning and natural language processing, and the formal recognition those contributions received from major professional societies. The AAAI citation highlights his influence on foundations of learning and inference as well as on learning-centered solutions for language tasks. The ACM fellowship further underscores contributions specifically linking machine learning and NLP. Beyond research outputs, Roth has mentored a generation of doctoral students (including Ming-Hsuan Yang and Wen-tau Yih) who have continued to contribute to academic and applied research, amplifying his impact. His faculty appointments at major research universities (University of Pennsylvania and University of Illinois Urbana–Champaign) positioned him to influence curricula, research agendas, and collaborations. Without his combination of foundational work, applied problem focus, and mentorship, parts of the contemporary intersection between learning theory and language technologies would have had less direct lineage to the research directions he helped develop and promote.

## Notable For
- Elected AAAI Fellow (2009) for contributions to foundations of machine learning, inference, and learning-centered natural language solutions.
- Elected ACM Fellow (2011) “for contributions to machine learning and natural language processing.”
- Elected Fellow of the American Association for the Advancement of Science (2014).
- Faculty appointments at the University of Pennsylvania and the University of Illinois Urbana–Champaign.
- Supervision of multiple doctoral students who proceeded to research careers (e.g., Ming-Hsuan Yang, Wen-tau Yih).

## Body

### Personal and Identifying Information
- Name: Dan Roth
- Family name: Roth
- Sex/gender: male
- Image: https://commons.wikimedia.org/wiki/Special:FilePath/Roth_dan-057(web).jpg
- Birth place: Haifa

### Education and Early Training
- Educated at Technion – Israel Institute of Technology.
- Further educated at Harvard University.
- Doctoral advisor: Leslie Valiant (computer scientist).

### Academic Positions and Employers
- Employer listings include the University of Pennsylvania and the University of Illinois Urbana–Champaign.
- Affiliated with Technion (education) and has held faculty roles in U.S. universities.

### Research Focus and Contributions
- Research areas documented in award citations: foundations of machine learning and inference; learning-centered solutions to natural language problems.
- Publication and author identifiers:
  - DBLP author id: r/DanRoth
  - MR (Mathematical Reviews) author id: 355998
  - Google Scholar author id: E-bpPWgAAAAJ
  - ACM Digital Library author id: 81100201453

### Mentorship and Students
- Doctoral students include Ming-Hsuan Yang; Yair Even-Zohar; Dmitry Zelenko; Wen-tau Yih; Ashutosh Garg; Shivani Agarwal; Rodrigo de Salvo Braz; Xin Li; Vasin Punyakanok; Dav Zimak.

### Honors and Memberships
- Member of the Association for Computing Machinery; designated ACM Fellow (start time 2011-12-08).
- Award received entries:
  - AAAI Fellow (point in time 2009) — cited for contributions to machine learning foundations and learning-centered NLP.
  - ACM Fellow (point in time 2011; designation dated 2011-12-08) — cited for contributions to machine learning and natural language processing.
  - Fellow of the American Association for the Advancement of Science (point in time 2014).

### External and Database Identifiers
- Wikipedia title: Dan Roth (English)
- Google Knowledge Graph id: /g/11cj8wn1fp
- Mathematics Genealogy Project id: 18829
- dblp: r/DanRoth
- ACM Digital Library author id: 81100201453

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## References

1. [Source](https://www.cis.upenn.edu/~danroth/)
2. [Source](https://aaai.org/about-aaai/aaai-awards/the-aaai-fellows-program/elected-aaai-fellows/)
3. [Source](https://www.acm.org/binaries/content/assets/press-releases/2011/december/acm-fellows-2011c.pdf)
4. [Source](https://www.aaas.org/news/new-aaas-fellows-recognized-their-contributions-advancing-science)
5. Mathematics Genealogy Project