Jonathan Rusert
14 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
(63)
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(8)
Natural Language Processing
(8)
Applications
(8)
Learning Types · Machine Learning
(8)
Core AI
(7)
Core Methods
(6)
Application Areas
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(2)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
text classification
(9)
adversarial attack
(5)
sentiment analysis
(2)
black-box attack
(2)
adversarial robustness
(2)
offensive language detection
(2)
bidirectional lstm
(2)
convolutional neural network
(2)
adversarial text attack
(2)
query efficiency
(2)
model robustness
(2)
sentiment classification
(1)
natural language processing
(1)
multimodal learning
(1)
information retrieval
(1)
transfer learning
(1)
prompt engineering
(1)
attention mechanism
(1)
sequence labeling
(1)
community detection
(1)
Papers
PFW at SemEval-2026 Task 6: Multi-Seed DeBERTa Ensembles for Political Response Clarity and Evasion Classification
SemEval 2026
PFW Task 8 at SemEval-2026 Task 8: Lightweight Tri-Fusion Retrieval with Prompt-Engineered Faithful Generation for Multi-Turn RAG
SemEval 2026
BinarySelect to Improve Accessibility of Black-Box Attack Research
COLING 2025
Overcoming Black-box Attack Inefficiency with Hybrid and Dynamic Select Algorithms
EMNLP 2025
RedHerring Attack: Testing the Reliability of Attack Detection
EMNLP 2025
Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction
NAACL 2024
VertAttack: Taking Advantage of Text Classifiers’ Horizontal Vision
NAACL 2024
Adversarial Authorship Attribution for Deobfuscation
ACL 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks
NAACL 2022
On the Robustness of Offensive Language Classifiers
ACL 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective
ACL 2022
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans
SemEval 2021
NLP_UIOWA at SemEval-2020 Task 8: You’re Not the Only One Cursed with Knowledge - Multi Branch Model Memotion Analysis
SemEval 2020
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs
SemEval 2019