Daniel McFarland
4 papers · 2011–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (13) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4)
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Keyword Pioneer
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Trend Setter
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The Questioner
Conferences
ACL (1)
AISTATS (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
unsupervised learning
(1)
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)
peer review
(1)
citation recommendation
(1)
propensity score matching
(1)
nearest neighbor matching
(1)
topic-specific influence
(1)
scientific concept
(1)
variable ratio matching
(1)
concept-level feature
(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