A Discrete Variational Recurrent Topic Model without the Reparametrization Trick. - Mehdi Rezaee; Francis Ferraro (NeurIPS, 2020)

Event Representation with Sequential, Semi-Supervised Discrete Variables. - Mehdi Rezaee; Francis Ferraro (NAACL-HLT, 2021)

Discriminative and Generative Transformer-based Models For Situation Entity Classification. - Mehdi Rezaee; Kasra Darvish; Gaoussou Youssouf Kebe; Francis Ferraro (CoRR, 2021)

RevUp: Revise and Update Information Bottleneck for Event Representation. - Mehdi Rezaee; Francis Ferraro (EACL, 2023)

Semantically-informed Hierarchical Event Modeling. - Shubhashis Roy Dipta; Mehdi Rezaee; Francis Ferraro (*SEM@ACL, 2023)