Search Results for author: Mehrdad Farahani

Found 4 papers, 3 papers with code

An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems

1 code implementation17 Apr 2023 Mehrdad Farahani, Richard Johansson

Autoregressive models used to generate responses in open-domain dialogue systems often struggle to take long-term context into account and to maintain consistency over a dialogue.

Dialogue Generation

ParsBERT: Transformer-based Model for Persian Language Understanding

3 code implementations26 May 2020 Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri

The surge of pre-trained language models has begun a new era in the field of Natural Language Processing (NLP) by allowing us to build powerful language models.

Named Entity Recognition Named Entity Recognition (NER) +2

Short-Term Traffic Flow Prediction Using Variational LSTM Networks

no code implementations18 Feb 2020 Mehrdad Farahani, Marzieh Farahani, Mohammad Manthouri, Okyay Kaynak

The purpose of this research is to suggest a forecasting model for traffic flow by using deep learning techniques based on historical data in the Intelligent Transportation Systems area.

Decision Making Management

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