SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning. - Roshanak Mirzaee; Hossein Rajaby Faghihi; Qiang Ning; Parisa Kordjamshidi (NAACL-HLT, 2021)

Latent Alignment of Procedural Concepts in Multimodal Recipes. - Hossein Rajaby Faghihi; Roshanak Mirzaee; Sudarshan Paliwal; Parisa Kordjamshidi (CoRR, 2021)

Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. - Alessandro Oltramari; Jonathan Francis; Filip Ilievski; Kaixin Ma; Roshanak Mirzaee (Neuro-Symbolic Artificial Intelligence, 2021)

Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning. - Roshanak Mirzaee; Parisa Kordjamshidi (EMNLP, 2022)

GLUECons: A Generic Benchmark for Learning under Constraints. - Hossein Rajaby Faghihi; Aliakbar Nafar; Chen Zheng; Roshanak Mirzaee; Yue Zhang 004; Andrzej Uszok; Alexander Wan; Tanawan Premsri; Dan Roth; Parisa Kordjamshidi (AAAI, 2023)

Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning. - Roshanak Mirzaee; Parisa Kordjamshidi (EMNLP (Findings), 2023)

Dual-Phase Models for Extracting Information and Symbolic Reasoning: A Case-Study in Spatial Reasoning. - Roshanak Mirzaee; Parisa Kordjamshidi (STRL@IJCAI, 2023)

Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. - Alessandro Oltramari; Jonathan Francis; Filip Ilievski; Kaixin Ma; Roshanak Mirzaee (NeSy, 2023)