Brendan Kennedy
7 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keywords
bias mitigation
(3)
hate speech detection
(2)
language model
(2)
text classification
(2)
bias detection
(1)
multiple instance learning
(1)
instance selection
(1)
semantic similarity
(1)
long short-term memory
(1)
regularization technique
(1)
logit pairing
(1)
post-hoc explanation
(1)
counterfactual fairness
(1)
word embedding
(1)
sensitive feature
(1)
counterfactual generation
(1)
event extraction
(1)
gender bia
(1)
contextual learning
(1)
hate speech classification
(1)
Papers
Reinforced Multiple Instance Selection for Speaker Attribute Prediction
NAACL 2024
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model
ACL 2023
Improving Counterfactual Generation for Fair Hate Speech Detection
ACL 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
NAACL 2021
Contextualizing Hate Speech Classifiers with Post-hoc Explanation
ACL 2020
Modeling performance differences on cognitive tests using LSTMs and skip-thought vectors trained on reported media consumption.
NAACL 2019
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes
EMNLP 2019