Justin Grimmer

4 papers · 2015–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (7)

Conferences

ACL (1) EMNLP (1) JMLR (1) NAACL (1)

Top co-authors

Brandon M. Stewart (2) Margaret E. Roberts (1) Jeffrey Heer (1) Rebecca Weiss (1) Jason Chuang (1) Till Raphael Saenger (1) Musashi Hinck (1) Christian Fong (1) Dean Knox (1) Brandon Stewart (1)

Keywords

causal inference (1) argument mining (1) causal effect estimation (1) persuasion detection (1) machine learning (1) topic model (1) semiparametric regression (1) factor model (1) persuasive argument (1) argument evaluation (1) multiple treatment confounding (1)

Papers

AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments EMNLP 2024

Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding JMLR 2023

Discovery of Treatments from Text Corpora ACL 2016

TopicCheck: Interactive Alignment for Assessing Topic Model Stability NAACL 2015