Ioana Baldini
12 papers · 2018–2026 · 4 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Machine Learning
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text classification
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drug repurposing
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biomedical text mining
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bias evaluation
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language model
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information extraction
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knowledge representation
(1)
program analysis
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model evaluation
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model pruning
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dataflow graph
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fairness metric
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multi-label classification
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generative ai
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multimodal model
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text generation
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pre-trained language model
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adversarial testing
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attention head
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named entity recognition
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Papers
Domain Generalizable AI Guardrails with Augmented Policy Training
ACL 2026
DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming
NAACL 2025
SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models
NAACL 2025
Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation
ACL 2024
Fairness-Aware Structured Pruning in Transformers
AAAI 2024
SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models
AAAI 2024
Why Don’t Prompt-Based Fairness Metrics Correlate?
ACL 2024
Your fairness may vary: Pretrained language model fairness in toxic text classification
ACL 2022
Biomedical Interpretable Entity Representations
ACL 2021
Exploring the Efficacy of Generic Drugs in Treating Cancer
AAAI 2021
A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications
AAAI 2020
Semantic Representation of Data Science Programs
IJCAI 2018