Adrian Benton

2.4k total citations · 1 hit paper
24 papers, 1.4k citations indexed

About

Adrian Benton is a scholar working on Artificial Intelligence, Sociology and Political Science and Communication. According to data from OpenAlex, Adrian Benton has authored 24 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Artificial Intelligence, 7 papers in Sociology and Political Science and 3 papers in Communication. Recurrent topics in Adrian Benton's work include Topic Modeling (14 papers), Natural Language Processing Techniques (7 papers) and Misinformation and Its Impacts (4 papers). Adrian Benton is often cited by papers focused on Topic Modeling (14 papers), Natural Language Processing Techniques (7 papers) and Misinformation and Its Impacts (4 papers). Adrian Benton collaborates with scholars based in United States, United Kingdom and Denmark. Adrian Benton's co-authors include Mark Dredze, Amelia Jamison, Tao Chen, Lulwah Alkulaib, David Broniatowski, Sandra Crouse Quinn, Glen Coppersmith, Shawndra Hill, Charles E. Leonard and Lyle Ungar and has published in prestigious journals such as PLoS ONE, American Journal of Public Health and BMC Bioinformatics.

In The Last Decade

Adrian Benton

24 papers receiving 1.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Weaponized Health Communication: Twitter Bots and Russian Trolls Amplify the Vaccine Debate

2018 678 citations Adrian Benton, Mark Dredze et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Adrian Benton United States	11	657	456	353	175	167	24	1.4k
Megha Agrawal India	9	493 0.8×	532 1.2×	123 0.3×	501 2.9×	149 0.9×	28	1.9k
Didi Surian Australia	16	386 0.6×	548 1.2×	337 1.0×	163 0.9×	98 0.6×	28	1.5k
Scott H. Burton United States	11	420 0.6×	187 0.4×	320 0.9×	217 1.2×	225 1.3×	18	1.1k
Mike Conway United States	27	674 1.0×	756 1.7×	339 1.0×	504 2.9×	229 1.4×	121	2.6k
Dari Alhuwail Kuwait	18	469 0.7×	340 0.7×	166 0.5×	85 0.5×	119 0.7×	64	1.6k
Kerstin Denecke Switzerland	23	437 0.7×	1.0k 2.3×	277 0.8×	280 1.6×	101 0.6×	168	2.6k
Alessio Signorini United States	9	390 0.6×	327 0.7×	177 0.5×	38 0.2×	154 0.9×	12	1.4k
Yelena Mejova United States	15	500 0.8×	296 0.6×	142 0.4×	50 0.3×	209 1.3×	74	1.1k
Eiji Aramaki Japan	19	278 0.4×	694 1.5×	66 0.2×	73 0.4×	119 0.7×	153	1.6k
Jiawei Li United States	15	347 0.5×	189 0.4×	100 0.3×	43 0.2×	98 0.6×	58	959

Countries citing papers authored by Adrian Benton

Since Specialization

Citations

This map shows the geographic impact of Adrian Benton's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Adrian Benton with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Adrian Benton more than expected).

Fields of papers citing papers by Adrian Benton

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Adrian Benton. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Adrian Benton. The network helps show where Adrian Benton may publish in the future.

Co-authorship network of co-authors of Adrian Benton

This figure shows the co-authorship network connecting the top 25 collaborators of Adrian Benton. A scholar is included among the top collaborators of Adrian Benton based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Adrian Benton. Adrian Benton is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Benton, Adrian, et al.. (2022). What Makes Data-to-Text Generation Hard for Pretrained Language Models?. 539–554. 7 indexed citations

2.

Benton, Adrian, Tianze Shi, Ozan İrsoy, & Igor Malioutov. (2022). Weakly Supervised Headline Dependency Parsing. 6520–6535. 1 indexed citations

3.

Benton, Adrian, Hanyang Li, & Igor Malioutov. (2021). Cross-Register Projection for Headline Part of Speech Tagging. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 6475–6490. 1 indexed citations

4.

Shi, Tianze, Adrian Benton, Igor Malioutov, & Ozan İrsoy. (2021). Diversity-Aware Batch Active Learning for Dependency Parsing. 2616–2626. 5 indexed citations

5.

Singh, Arpit, et al.. (2019). Roll Call Vote Prediction with Knowledge Augmented Models. 574–581. 5 indexed citations

6.

Benton, Adrian & Mark Dredze. (2018). Deep Dirichlet Multinomial Regression. 365–374. 4 indexed citations

7.

Benton, Adrian, Glen Coppersmith, & Mark Dredze. (2017). Ethical Research Protocols for Social Media Health Research. 94–102. 141 indexed citations

8.

Ayers, John W., Eric C. Leas, Jon-Patrick Allem, et al.. (2017). Why do people use electronic nicotine delivery systems (electronic cigarettes)? A content analysis of Twitter, 2012-2015. PLoS ONE. 12(3). e0170702–e0170702. 110 indexed citations

9.

Benton, Adrian, Margaret Mitchell, & Dirk Hovy. (2017). Multitask Learning for Mental Health Conditions with Limited Social Media Data. 152–162. 88 indexed citations

10.

Ayers, John W., J. Lee Westmaas, Eric C. Leas, et al.. (2016). Leveraging Big Data to Improve Health Awareness Campaigns: A Novel Evaluation of the Great American Smokeout. JMIR Public Health and Surveillance. 2(1). e16–e16. 49 indexed citations

11.

Benton, Adrian, Michael J. Paul, Braden Hancock, & Mark Dredze. (2016). Collective Supervision of Topic Models for Predicting Surveys with Social Media. Proceedings of the AAAI Conference on Artificial Intelligence. 30(1). 9 indexed citations

12.

Benton, Adrian, Raman Arora, & Mark Dredze. (2016). Learning Multiview Embeddings of Twitter Users. 48 indexed citations

13.

Benton, Adrian & Mark Dredze. (2015). Entity Linking for Spoken Language. 225–230. 5 indexed citations

14.

Mao, Jun J., Annie Chung, Adrian Benton, et al.. (2013). Online discussion of drug side effects and discontinuation among breast cancer survivors. Pharmacoepidemiology and Drug Safety. 22(3). 256–262. 87 indexed citations

15.

Hill, Shawndra & Adrian Benton. (2012). Social TV: Linking TV Content to Buzz and Sales. Journal of the Association for Information Systems. 6 indexed citations

16.

Hill, Shawndra & Adrian Benton. (2012). Talkographics: Using What Viewers Say Online to Calculate Audience Affinity Networks for Social TV-Based Recommendations. SSRN Electronic Journal. 1 indexed citations

17.

Hill, Shawndra, et al.. (2012). Social TV. 1–9. 15 indexed citations

18.

Benton, Adrian, Lyle Ungar, Shawndra Hill, et al.. (2011). Identifying potential adverse effects using the web: A new approach to medical hypothesis generation. Journal of Biomedical Informatics. 44(6). 989–996. 132 indexed citations

19.

Benton, Adrian, Shawndra Hill, Lyle Ungar, et al.. (2011). A system for de-identifying medical message board text. BMC Bioinformatics. 12(S3). S2–S2. 20 indexed citations

20.

Benton, Adrian, Shawndra Hill, Lyle Ungar, et al.. (2010). A System for De-identifying Medical Message Board Text. 10. 485–490. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact