Saif M. Mohammad

15.5k citations
98 papers · 8.0k · 9 hit papers · h-index 40

Impact in

Papers in

    • Sentiment Analysis and Opinion Mining 52
    • Topic Modeling 43
    • Advanced Text Analysis Techniques 28
    • Natural Language Processing Techniques 23
    • Mental Health via Writing 12
    • Humor Studies and Applications 9

Saif M. Mohammad

92 papers receiving 7.5k citations

Saif M. Mohammad's Hit Papers

Using natural language processing to analyse text data in behavioural science 2025 · 39 citations
390+5+10Years since publication50010001.5k

Peers

Saif M. Mohammad
Comparison fields: 5 of 149
  • Artificial Intelligence 6.3k
  • Experimental and Cognitive Psychology 765
  • Communication 418
  • Social Psychology 1.1k
  • Information Systems 1.0k
Replace Peter D. Turney with:
Peter D. Turney Canada
Janyce Wiebe United States
Paolo Rosso Spain
Svetlana Kiritchenko Canada
Yla Tausczik United States
H. Andrew Schwartz United States
Johannes C. Eichstaedt United States
Kathleen McKeown United States
Maite Taboada Canada
Carolyn Penstein Rosé United States
Saif M. Mohammad relative to Peter D. Turney Canada Peter D. Turney's profile →
Citations per field
00.5×2.5×
Peter D. Turney · 1×
Citations per year

Countries citing papers authored by Saif M. Mohammad

Since Specialization
Citations

This map shows the geographic impact of Saif M. Mohammad'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 Saif M. Mohammad with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Saif M. Mohammad more than expected).

Fields of papers citing papers by Saif M. Mohammad

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Saif M. Mohammad. 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 Saif M. Mohammad. The network helps show where Saif M. Mohammad may publish in the future.

Co-authors

The 25 scholars most cited alongside Saif M. Mohammad, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Saif M. Mohammad Line = papers co-authored together Saif M. Mohammad links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 98 papers — load more, or switch the sort, to bring in the rest.

#Work
1
CROWDSOURCING A WORD–EMOTION ASSOCIATION LEXICON
Hit paper breakdown →
20121645
2
Emotions Evoked by Common Words and Phrases: Using Mechanical Turk to Create an Emotion Lexicon
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2010526
3
SemEval-2016 Task 6: Detecting Stance in Tweets
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2016498
4
SemEval-2018 Task 1: Affect in Tweets
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2018479
5
NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews
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2014475
6
Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words
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2018331
7
NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets
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2013329
8 2017262
9 2014242
10 2015234
11
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
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2018217
12
Emotional Tweets
2012188
13 2014179
14 2009124
15 2016123
16 2016108
17
SemEval-2012 Task 2: Measuring Degrees of Relational Similarity
2012101
18 201593
19 201293
20 200990

About Saif M. Mohammad

Saif M. Mohammad is a scholar working on Artificial Intelligence, Social Psychology, Experimental and Cognitive Psychology, Information Systems and Molecular Biology, having authored 98 papers that have together received 8.0k indexed citations. Recurring topics across this work include Sentiment Analysis and Opinion Mining (52 papers), Topic Modeling (43 papers), Advanced Text Analysis Techniques (28 papers), Natural Language Processing Techniques (23 papers), Mental Health via Writing (12 papers), Humor Studies and Applications (9 papers), Spam and Phishing Detection (9 papers) and Mental Health Research Topics (6 papers). The work is most often cited by research in Artificial Intelligence (6.3k citations), Experimental and Cognitive Psychology (765 citations), Communication (418 citations), Social Psychology (1.1k citations) and Information Systems (1.0k citations). Saif M. Mohammad has collaborated with scholars based in Canada, United States and Germany. Frequent co-authors include Peter D. Turney, Svetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, Mohammad Salameh, Parinaz Sobhani, Felipe Bravo-Márquez, Bonnie J. Dorr, Graeme Hirst and Joel Martin. Their work appears in journals such as Language Resources and Evaluation, PLoS ONE, Computational Linguistics, Theory and applications of categories and Journal of the American Medical Informatics Association.

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.

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