Eric Wallace

3.9k citations
22 papers · 1.2k · 1 hit paper · h-index 12

Impact in

    • Topic Modeling
    • Natural Language Processing Techniques
    • Domain Adaptation and Few-Shot Learning
    • Adversarial Robustness in Machine Learning
    • Explainable Artificial Intelligence (XAI)
    • Sentiment Analysis and Opinion Mining
    • Advanced Text Analysis Techniques

Papers in

    • Adversarial Robustness in Machine Learning 7
    • Topic Modeling 7
    • Natural Language Processing Techniques 6
    • Explainable Artificial Intelligence (XAI) 3
    • Machine Learning and Data Classification 2
    • Advanced Malware Detection Techniques 2

Eric Wallace

22 papers receiving 1.2k citations

Eric Wallace's Hit Papers

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts 2020 · 781 citations
7810+2+4Years since publication250500750

Peers

Eric Wallace
Comparison fields: 5 of 104
  • Artificial Intelligence 960
  • Health Informatics 22
  • Computer Vision and Pattern Recognition 322
  • Safety Research 46
  • Information Systems 108
Replace Sewon Min with:
Sewon Min United States
Yacine Jernite United States
Sebastian Gehrmann United States
Victor Sanh United States
Swabha Swayamdipta United States
James Wexler United States
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Andrew M. Dai United States
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Jason Wei United States
Eric Wallace relative to Sewon Min United States Sewon Min's profile →
Citations per field
00.5×3.3×
Sewon Min · 1×
Citations per year

Countries citing papers authored by Eric Wallace

Since Specialization
Citations

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

Fields of papers citing papers by Eric Wallace

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Eric Wallace, 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 Eric Wallace Line = papers co-authored together Eric Wallace links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 22 papers — load more, or switch the sort, to bring in the rest.

#Work
1
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
Hit paper breakdown →
2020781
2 202290
3 201970
4 202047
5
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
202042
6 202137
7 200432
8 202030
9 201418
10 202016
11 201914
12 201613
13
Universal Adversarial Triggers for NLP.
20198
14 20257
15 20126
16 20226
17 20145
18 20124
19 20133
20 20223

About Eric Wallace

Eric Wallace is a scholar working on Artificial Intelligence, Signal Processing, General Health Professions, Safety Research and Education, having authored 22 papers that have together received 1.2k indexed citations. Recurring topics across this work include Adversarial Robustness in Machine Learning (7 papers), Topic Modeling (7 papers), Natural Language Processing Techniques (6 papers), Explainable Artificial Intelligence (XAI) (3 papers), Youth Development and Social Support (2 papers), Machine Learning and Data Classification (2 papers), Advanced Malware Detection Techniques (2 papers) and Risk and Safety Analysis (1 paper). The work is most often cited by research in Artificial Intelligence (960 citations), Health Informatics (22 citations), Computer Vision and Pattern Recognition (322 citations), Safety Research (46 citations) and Information Systems (108 citations). Eric Wallace has collaborated with scholars based in United States, Israel and United Kingdom. Frequent co-authors include Sameer Singh, Taylor Shin, Robert L. Logan, Junlin Wang, Matt Gardner, Dawn Song, Mitchell Stern, Justin C. Perry, Robert Logan and Sebastian Riedel. Their work appears in journals such as Radiology, Youth & Society, Journal of Science Education and Technology, New Directions for Youth Development and Findings of the Association for Computational Linguistics: ACL 2022.

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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