Kristen Johnson
18 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Keyword Champion
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Keyword Pioneer
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(15)
Core AI
(12)
Machine Learning
(11)
Natural Language Processing
(8)
Core Methods
(6)
Learning Types
(5)
Interdisciplinary
(4)
Applications · Natural Language Processing
(4)
Social
(4)
Deep Learning
(3)
Resources & Methods
(3)
Data Science & Analytics
(2)
Application Areas
(2)
Applications · Data Science & Analytics
(2)
Bayesian & Probabilistic
(2)
Keywords
moral self-correction
(4)
large language model
(4)
text classification
(4)
political discourse
(3)
social media analysis
(2)
weakly supervised learning
(2)
bias mitigation
(2)
stereotype detection
(2)
ai safety
(2)
pre-trained language model
(2)
moral reasoning
(2)
social bia
(2)
bias detection
(1)
convergence analysis
(1)
ethical judgment
(1)
prompt engineering
(1)
ensemble learning
(1)
in-context learning
(1)
harmful content
(1)
stance detection
(1)
Papers
A Survey to Recent Progress Towards Understanding In-Context Learning
NAACL 2025
Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization
EMNLP 2025
Discourse Heuristics For Paradoxically Moral Self-Correction
EMNLP 2025
Korean Stereotype Content Model: Translating Stereotypes Across Cultures
NAACL 2025
Moral Self-correction is Not An Innate Capability in Language Models
IJCNLP 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection
SemEval 2025
On the Convergence of Moral Self-Correction in Large Language Models
IJCNLP 2025
Smaller Large Language Models Can Do Moral Self-Correction
NAACL 2025
ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness
COLING 2024
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
EMNLP 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness
ACL 2024
PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent
EMNLP 2023
Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse
EMNLP 2021
Using Social Media For Bitcoin Day Trading Behavior Prediction
ACL 2020
Modeling Behavioral Aspects of Social Media Discourse for Moral Classification
NAACL 2019
Classification of Moral Foundations in Microblog Political Discourse
ACL 2018
Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter
ACL 2017
“All I know about politics is what I read in Twitter”: Weakly Supervised Models for Extracting Politicians’ Stances From Twitter
COLING 2016