Martha Larson
17 papers · 2013–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
ποΈ
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(80)
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Renaissance Researcher
(7)
β
The Questioner
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Conference Pioneer
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Century Club Β· Bronze
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Research topics
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(8)
Learning Types
(6)
Natural Language Processing
(5)
Applications Β· Natural Language Processing
(5)
Core Methods
(5)
Computer Science
(3)
Application Areas
(3)
Applications Β· Computer Science
(3)
Computer Vision
(2)
Deep Learning
(2)
Speech & Audio
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Keywords
text classification
(4)
adversarial attack
(3)
adversarial perturbation
(2)
vision-language model
(2)
job advertisement
(2)
uncertainty quantification
(1)
adversarial training
(1)
data poisoning
(1)
confidence calibration
(1)
summarization evaluation
(1)
natural language processing
(1)
image compression
(1)
weak supervision
(1)
label noise
(1)
speech processing
(1)
temporal analysis
(1)
speech classification
(1)
factual accuracy
(1)
model training
(1)
embedding space
(1)
Papers
Frequency Is What You Need: Considering Word Frequency When Text Masking Benefits Vision-Language Model Pre-training
WACV 2026
Evaluating Large Language Models for Confidence-based Check Set Selection
ACL 2025
Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers
Interspeech 2025
Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification
ACL 2025
Typographic Attacks in a Multi-Image Setting
NAACL 2025
Anchors in Embedding Space: A Simple Concept Tracking Approach to Support Conceptual History Research
EMNLP 2023
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
ICML 2023
Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads
ACL 2022
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements
ACL 2022
Exploring Inspiration Sets in a Data Programming Pipeline for Product Moderation
ACL 2021
On Success and Simplicity: A Second Look at Transferable Targeted Attacks
NeurIPS 2021
Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance
CVPR 2020
Truth or Error? Towards systematic analysis of factual errors in abstractive summaries
EMNLP 2020
The Conversation Continues: the Effect of Lyrics and Music Complexity of Background Music on Spoken-Word Recognition
Interspeech 2018
Experiences with Shared Resources for Research and Education in Speech and Language Processing
Interspeech 2016
Pairwise Geometric Matching for Large-Scale Object Retrieval
CVPR 2015
CLiMF: Collaborative Less-Is-More Filtering
IJCAI 2013