2026 Dan Roth: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	100	371	359	204	196	581	39283

Dan Roth publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Dan Roth sits on this spectrum.

32 publications 991+

This scientist: 581 publications — 96th percentile

96% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Dan Roth D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Dan Roth sits on this spectrum.

30 D-Index 131+

This scientist: 100 D-Index — 97th percentile

97% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Research.com Recognitions

2014 - Fellow of the American Association for the Advancement of Science (AAAS)
2011 - ACM Fellow For contributions to machine learning and natural language processing.

Overview

Dan Roth is affiliated with the University of Pennsylvania in the United States. Their research primarily centers on computer science, with a strong focus on artificial intelligence, computer vision and pattern recognition, information systems, management science and operations research, and computer networks and communications.

The scientist has contributed extensively to the fields of topic modeling, natural language processing techniques, multimodal machine learning applications, advanced text analysis techniques, explainable artificial intelligence (XAI), semantic web and ontologies, and data quality and management.

Dan Roth's recent papers include:

Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey (2023, ACM Computing Surveys)
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022, arXiv (Cornell University))
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey (2021, arXiv (Cornell University))
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies (2021, Transactions of the Association for Computational Linguistics)
Visual Pivoting for (Unsupervised) Entity Alignment (2021, Proceedings of the AAAI Conference on Artificial Intelligence)

Frequent co-authors in their work include Hongming Zhang, Muhao Chen, Daniel Deutsch, Haoyu Wang, and Xingyu Fu.

Dan Roth has published in several recurring venues, such as:

arXiv (Cornell University)
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Transactions of the Association for Computational Linguistics
Proceedings of the AAAI Conference on Artificial Intelligence
Findings of the Association for Computational Linguistics: NAACL 2022

The scientist has authored a book titled "Multilingual Entity Linking," published by Morgan & Claypool Publishers in 2024.

Awards received by Dan Roth include being named a Fellow of the American Association for the Advancement of Science (AAAS) in 2014 and an ACM Fellow in 2011 for contributions to machine learning and natural language processing.

Best Publications

Design Challenges and Misconceptions in Named Entity Recognition

Lev Ratinov;Dan Roth

1904
Citations
Learning question classifiers

Xin Li;Dan Roth

1681
Citations
Learning to detect objects in images via a sparse, part-based representation

S. Agarwal;A. Awan;D. Roth

1253
Citations
Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey

Unknown

1232
Citations
Emotions from Text: Machine Learning for Text-based Emotion Prediction

Cecilia Ovesdotter Alm;Dan Roth;Richard Sproat

1107
Citations
Local and Global Algorithms for Disambiguation to Wikipedia

Lev Ratinov;Dan Roth;Doug Downey;Mike Anderson

852
Citations
On the hardness of approximate reasoning

Dan Roth

851
Citations
Learning a Sparse Representation for Object Detection

Shivani Agarwal;Dan Roth

804
Citations
A SNoW-Based Face Detector

Ming-Hsuan Yang;Dan Roth;Narendra Ahuja

545
Citations
The importance of syntactic parsing and inference in semantic role labeling

Vasin Punyakanok;Vasin Punyakanok;Vasin Punyakanok;Dan Roth;Dan Roth;Dan Roth;Wen-tau Yih;Wen-tau Yih;Wen-tau Yih

525
Citations
A Linear Programming Formulation for Global Inference in Natural Language Tasks

Dan Roth;Wen-tau Yih

515
Citations
A Winnow-Based Approach to Context-Sensitive Spelling Correction

Andrew R. Golding;Dan Roth

468
Citations
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences

Daniel Khashabi;Snigdha Chaturvedi;Michael Roth;Shyam Upadhyay

422
Citations
Lifted first-order probabilistic inference

Rodrigo De Salvo Braz;Eyal Amir;Dan Roth

416
Citations
Learning question classifiers: the role of semantic information

Xin Li;Dan Roth

411
Citations
Understanding the Value of Features for Coreference Resolution

Eric Bengtson;Dan Roth

361
Citations
Knowing What to Believe (when you already know something)

Jeff Pasternack;Dan Roth

352
Citations
Recognizing textual entailment: Rational, evaluation and approaches – Erratum

Ido Dagan;Bill Dolan;Bernardo Magnini;Dan Roth

337
Citations
Constraint Classification for Multiclass Classification and Ranking

Sariel Har-Peled;Dan Roth;Dav Zimak

335
Citations
Recognizing Textual Entailment: Models and Applications

Ido Dagan;Dan Roth;Mark Sammons;Fabio Massimo Zanzotto

334
Citations
Solving General Arithmetic Word Problems

Subhro Roy;Dan Roth

269
Citations
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Mor Geva;Daniel Khashabi;Elad Segal;Tushar Khot

183
Citations
Synthesis Lectures on Human Language Technologies

Ido Dagan;Dan Roth;Mark Sammons;Fabio Massimo Zanzotto

23
Citations

Frequent Co-Authors

Daniel Khashabi Johns Hopkins University

Vivek Srikumar University of Utah

Yangqiu Song Hong Kong University of Science and Technology

Wen-tau Yih Facebook (United States)

Ming-Wei Chang Google (United States)

Kai-Wei Chang University of California, Los Angeles

Jiawei Han University of Illinois at Urbana-Champaign

Wenpeng Yin Pennsylvania State University

Sariel Har-Peled University of Illinois at Urbana-Champaign

Ido Dagan Bar-Ilan University

External Links

Wikipedia of Dan Roth Personal website of Dan Roth Google Scholar page

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