Microsoft

Leveraging Web Query Logs to Learn User Intent Via Bayesian Latent Variable Model

A key task in Spoken Language Understanding (SLU) is interpreting user intentions from speech utterances. This task is considered to be a classification problem with the goal of categorizing a given ...
The Straits Times

Learning by talking: Instead of fishing for answers, students explain concepts to bot

SINGAPORE – At the height of the Covid-19 pandemic, social distancing rules meant that Ms Akshaya Rajesh could not hold study sessions with her friends. She ended up explaining what she learnt out ...
IEEE

Improving Global Generalization and Local Personalization for Federated Learning

Abstract: Federated learning aims to facilitate collaborative training among multiple clients with data heterogeneity in a privacy-preserving manner, which either generates the generalized model or ...
IEEE

Prediction of Protein-Coding Small ORFs Based on Supervised Contrastive Learning

Abstract: Prediction of protein-coding small open reading frames (sORFs) stands as a fundamental task in bioinformatics, and coding sORFs play an indispensable role in biological life activities.