Matt Gardner

7.5k total citations
59 papers, 1.6k citations indexed

About

Matt Gardner is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability. According to data from OpenAlex, Matt Gardner has authored 59 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 53 papers in Artificial Intelligence, 20 papers in Computer Vision and Pattern Recognition and 3 papers in Statistics and Probability. Recurrent topics in Matt Gardner's work include Topic Modeling (45 papers), Natural Language Processing Techniques (41 papers) and Multimodal Machine Learning Applications (19 papers). Matt Gardner is often cited by papers focused on Topic Modeling (45 papers), Natural Language Processing Techniques (41 papers) and Multimodal Machine Learning Applications (19 papers). Matt Gardner collaborates with scholars based in United States, Israel and India. Matt Gardner's co-authors include Sameer Singh, Pradeep Dasigi, Tom M. Mitchell, Jayant Krishnamurthy, Partha Talukdar, Dheeru Dua, Gabriel Stanovsky, Jonathan Berant, Yizhong Wang and Sanjay Subramanian and has published in prestigious journals such as Journal of Business and Economic Statistics, npj Digital Medicine and Transactions of the Association for Computational Linguistics.

In The Last Decade

Matt Gardner

59 papers receiving 1.5k citations

Peers

Matt Gardner
Comparison fields: 5 of 75
  • Artificial Intelligence 1.4k
  • Computer Vision and Pattern Recognition 470
  • Information Systems 163
  • Management Science and Operations Research 109
  • Molecular Biology 46
Replace Jong–Hoon Oh with:
Jong–Hoon Oh Japan
Nicholas Kolkin United States
François Yvon France
Aria Haghighi United States
Christopher DuBois United States
Chenyan Xiong United States
Josh Attenberg United States
Shujian Huang China
Laurent Charlin Canada
Zhenghua Li China
Jong–Hoon Oh Japan View profile →
Citations per field, relative to Matt Gardner
Matt Gardner · 1×
Citations per year, relative to Matt Gardner
Matt Gardner · 1×

Countries citing papers authored by Matt Gardner

Since Specialization
Citations

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

Fields of papers citing papers by Matt Gardner

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matt Gardner. 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 Matt Gardner. The network helps show where Matt Gardner may publish in the future.

Co-authorship network of co-authors of Matt Gardner

This figure shows the co-authorship network connecting the top 25 collaborators of Matt Gardner. A scholar is included among the top collaborators of Matt Gardner 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 Matt Gardner. Matt Gardner is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2 1
3 37
4 22
5 2
6 48
7 46
8 97
9
Universal Adversarial Triggers for NLP.
7
10
170
11 45
12
Writing Code for NLP Research
2
13 121
14
Semi-parametric inference for the means of heavy-tailed distributions
1
15
CMUML System for KBP 2015 Cold Start Slot Filling.
1
16
Combining Vector Space Embeddings with Symbolic Logical Inference over Open-Domain Text.
6
17
Heterogeneous Treatment Effects in Digital Experimentation
3
18 58
19
CMUML System for KBP 2013 Slot Filling.
1
20
Adding Distributional Semantics to Knowledge Base Entities through Web-scale Entity Linking
1

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

Rankless by CCL
2026