Eve Fleisig
13 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25) π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
β‘
Prolific Year
(5)
π
Century Club
(13)
β
The Questioner
ποΈ
Keyword Collector
(69)
Conferences
EMNLP (6)
NAACL (4)
ACL (2)
COLING (1)
Top co-authors
Keywords
annotator disagreement
(3)
text classification
(2)
subjective task
(2)
benchmark evaluation
(2)
toxicity detection
(2)
annotation quality
(2)
language model
(2)
large language model
(2)
spam filtering
(1)
in-context learning
(1)
algorithmic fairness
(1)
question answering
(1)
model evaluation
(1)
text generation
(1)
machine translation
(1)
weakly supervised learning
(1)
natural language processing
(1)
responsible ai
(1)
natural language understanding
(1)
confidence calibration
(1)
Papers
Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions
EMNLP 2025
GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration
ACL 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness
NAACL 2025
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination
EMNLP 2024
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree
EMNLP 2024
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
NAACL 2024
The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels
NAACL 2024
First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models
NAACL 2024
Incorporating Worker Perspectives into MTurk Annotation Practices for NLP
EMNLP 2023
When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks
EMNLP 2023
Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection
EMNLP 2023
FairPrism: Evaluating Fairness-Related Harms in Text Generation
ACL 2023
Bilingual Lexical Access and Cognate Idiom Comprehension
COLING 2020