Lora Aroyo
13 papers · 2018–2024 · 5 venues · across top CS/AI venues
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(3)
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(2)
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(2)
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(2)
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(1)
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Keywords
safety evaluation
(2)
ai safety
(2)
conversational ai
(2)
text classification
(2)
label propagation
(1)
human perception
(1)
statistical analysis
(1)
data quality
(1)
class imbalance
(1)
model evaluation
(1)
statistical hypothesis testing
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statistical evaluation
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image labeling
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regression analysis
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crowdsourcing annotation
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bias mitigation
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Papers
Diversity-Aware Annotation for Conversational AI Safety
COLING 2024
GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives
NAACL 2024
Intersectionality in AI Safety: Using Multilevel Models to Understand Diverse Perceptions of Safety in Conversational AI
COLING 2024
Is a picture of a bird a bird? A mixed-methods approach to understanding diverse human perspectives and ambiguity in machine vision models
COLING 2024
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications
EMNLP 2023
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023
DICES Dataset: Diversity in Conversational AI Evaluation for Safety
NeurIPS 2023
Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance
ACL 2023
Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability
ACL 2021
A Crowdsourced Frame Disambiguation Corpus with Ambiguity
NAACL 2019
Crowdsourcing Semantic Label Propagation in Relation Classification
EMNLP 2018
Homonym Detection For Humor Recognition In Short Text
EMNLP 2018
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance
COLING 2018