Mehdi Rezaee

4 papers · 2020–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (1) EACL (1) NAACL (1) NeurIPS (1)

Top co-authors

Francis Ferraro (4) Shubhashis Roy Dipta (1)

Research topics

Deep Learning (4) Machine Learning (4) Core Methods (4) Learning Types · Machine Learning (4) Models (3) Bayesian & Probabilistic (2) Natural Language Processing (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1)

Keywords

semi-supervised learning (3) event representation (2) discrete latent variable (2) latent variable model (2) text representation (1) mutual information (1) hierarchical model (1) hierarchical structure (1) topic model (1) recurrent neural network (1) variational autoencoder (1) discrete variable (1) neural topic model (1) topic quality (1) discrete random variable (1) representation learning (1) neural sequence modeling (1) variational inference (1) information bottleneck (1) document understanding (1)

Papers

RevUp: Revise and Update Information Bottleneck for Event Representation EACL 2023 Semantically-informed Hierarchical Event Modeling ACL 2023 Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020