Eduard H Hovy

4 papers · 2021–2022 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

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)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Core Methods (2) Knowledge & Reasoning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Architectures (1) Models (1) Reasoning (1)

Keywords

causal inference (2) representation learning (1) image generation (1) domain generalization (1) text classification (1) feature attribution (1) latent variable (1) variational autoencoder (1) language model (1) spurious correlation (1) generative flow (1) background knowledge (1) counterfactual augmentation (1) structured graph (1) relevance scoring (1) neural text classifier (1) relevance score (1) situational reasoning (1) neural network (1) self-explaining model (1)

Papers

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