Justin Grimmer

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

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)

Research topics

Artificial Intelligence (2) Core AI (2) Interdisciplinary (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Core Methods (1) Social (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