Daniel McFarland
4 papers · 2011–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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The Questioner
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Data Science & Analytics
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types
(2)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Core Methods
(1)
Generation
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
peer review
(2)
causal inference
(1)
text mining
(1)
knowledge transfer
(1)
topic modeling
(1)
predictive modeling
(1)
network analysis
(1)
trajectory analysis
(1)
network flow
(1)
topic model
(1)
text embedding
(1)
influence modeling
(1)
citation recommendation
(1)
large language model
(1)
propensity score matching
(1)
nearest neighbor matching
(1)
topic-specific influence
(1)
text modification
(1)
scientific concept
(1)
variable ratio matching
(1)
Papers
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
ICML 2024
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies
ACL 2023
Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora
EMNLP 2020
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents
AISTATS 2011