Search Results for author: Mohamed Abdelsalam

Found 5 papers, 2 papers with code

An Introduction to Lifelong Supervised Learning

no code implementations10 Jul 2022 Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed Abdelsalam, Janarthanan Janarthanan, Sarath Chandar

Following these different classes of learning algorithms, we discuss the commonly used evaluation benchmarks and metrics for lifelong learning (Chapter 6) and wrap up with a discussion of future challenges and important research directions in Chapter 7.

A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss

1 code implementation SIGDIAL (ACL) 2021 Prasanna Parthasarathi, Mohamed Abdelsalam, Joelle Pineau, Sarath Chandar

Neural models trained for next utterance generation in dialogue task learn to mimic the n-gram sequences in the training set with training objectives like negative log-likelihood (NLL) or cross-entropy.

Language Modelling Large Language Model +3

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