Short-Term Traffic Flow Prediction Using Variational LSTM Networks. - Mehrdad Farahani; Marzieh Farahani; Mohammad Manthouri; Okyay Kaynak (CoRR, 2020)

Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization. - Mehrdad Farahani; Mohammad Gharachorloo; Mohammad Manthouri (CSICC, 2021)

ParsBERT: Transformer-based Model for Persian Language Understanding. - Mehrdad Farahani; Mohammad Gharachorloo; Marzieh Farahani; Mohammad Manthouri (Neural Process. Lett., 2021)

BiGRU attention capsule neural network for persian text classification. - Amir Kenarang; Mehrdad Farahani; Mohammad Manthouri (J. Ambient Intell. Humaniz. Comput., 2022)

An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems. - Mehrdad Farahani; Richard Johansson (NoDaLiDa, 2023)

Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models. - Mehrdad Farahani; Richard Johansson (EMNLP, 2024)

Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks. - Peter Samoaa; Mehrdad Farahani; Antonio Longa; Philipp Leitner 001; Morteza Haghir Chehreghani (CoRR, 2024)