conftrace_

Eduard H Hovy

4 papers · 2021–2022 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ACL (1) EMNLP (1)

Top co-authors

Dheeraj Rajagopal (2) Zachary Chase Lipton (1) Aman Madaan (1) Amrith Setlur (1) Xiang Kong (1) Abhilasha Ravichander (1) Yulia Tsvetkov (1) Yiming Yang (1) Peter Clark (1) Vidhisha Balachandran (1)

Keywords

causal inference (1) text classification (1) language model (1) background knowledge (1) structured graph (1) relevance scoring (1) neural text classifier (1) relevance score (1) situational reasoning (1) neural network (1) self-explaining model (1) concept attribution (1) phrase-based concept (1)

Papers

CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022 SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers EMNLP 2021 Explaining the Efficacy of Counterfactually Augmented Data ICLR 2021 Decoupling Global and Local Representations via Invertible Generative Flows ICLR 2021