no code implementations • 12 Jan 2024 • Pedram Rostami, Ali Salemi, Mohammad Javad Dousti
Large language models demonstrate remarkable proficiency in various linguistic tasks and have extensive knowledge across various domains.
1 code implementation • 31 Jul 2022 • Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti
Translation Quality Estimation (QE) is the task of predicting the quality of machine translation (MT) output without any reference.
1 code implementation • 12 Sep 2021 • Mehdi Arjmand, Mohammad Javad Dousti, Hadi Moradi
This method exploits a conventional pre-trained language model as a cross-modal Transformer model.
Ranked #3 on Multimodal Sentiment Analysis on CMU-MOSI (using extra training data)
no code implementations • 30 Oct 2020 • Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino
Transformer-based models have achieved state-of-the-art performance on speech translation tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • EMNLP 2020 • Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Pino
We also adapt latency metrics from text simultaneous translation to the speech task.
no code implementations • 3 Jun 2020 • Juan Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang
One of the main challenges for end-to-end speech translation is data scarcity.