Eric Wallace

3.8k citations
20 papers · 1.1k indexed · 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

20 papers receiving 1.0k citations

Hit Papers

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts 2020 · 674 citations
6742020202620222024200400600

Peers

Eric Wallace
Comparison fields: 5 of 100
  • Artificial Intelligence 857
  • Health Informatics 21
  • Computer Vision and Pattern Recognition 287
  • Signal Processing 47
  • Safety Research 36
Replace James Wexler with:
James Wexler United States
Jason Wei United States
Ruixiang Tang United States
Zhuosheng Zhang China
Jay Pujara United States
Jason Phang United States
Kartik Talamadupula United States
Swaroop Mishra United States
Bing Yin United States
Henry R. Ehrenberg United States
Eric Wallace relative to James Wexler United States James Wexler's profile →
Citations per field
00.5×
James Wexler · 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
#Work
1
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
Hit paper breakdown →
2020674
2 202284
3 201962
4 202043
5
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
202039
6 202135
7 200431
8 202026
9 201417
10 202014
11 201912
12 201611
13
Universal Adversarial Triggers for NLP.
20197
14 20225
15 20254
16 20123
17 20223
18 20132
19 20221
20 20191

About Eric Wallace

Eric Wallace is a scholar working on Artificial Intelligence, Signal Processing, General Health Professions, Safety Research and Education, having authored 20 papers that have together received 1.1k 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), Advanced Malware Detection Techniques (2 papers), Machine Learning and Data Classification (2 papers), Youth Development and Social Support (2 papers) and Software Testing and Debugging Techniques (1 paper). The work is most often cited by research in Artificial Intelligence (857 citations), Health Informatics (21 citations), Computer Vision and Pattern Recognition (287 citations), Signal Processing (47 citations) and Safety Research (36 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, Ivana Balažević, Robert Logan, Dawn Song, Mitchell Stern and Sebastian Riedel. Their work appears in journals such as Radiology, Journal of Science Education and Technology, Youth & Society, 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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