Omnia Zayed — accepted AI-conference papers

2025

LUCE: A Dynamic Framework and Interactive Dashboard for Opinionated Text Analysis

Omnia Zayed, Gaurav Negi, Sampritha Hassan Manjunath, Devishree Pillai, Paul Buitelaar

COLING 2025system demonstrations

We introduce LUCE, an advanced dynamic framework with an interactive dashboard for analysing opinionated text aiming to understand people-centred communication. The framework features computational modules of text classification and extraction explicitly designed for analysing different elements of…

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2024

A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning

Gaurav Negi, Rajdeep Sarkar, Omnia Zayed, Paul Buitelaar

COLING 2024main

Aspect-Based Sentiment Analysis ( ABSA) aims to identify terms or multiword expressions (MWEs) on which sentiments are expressed and the sentiment polarities associated with them. The development of supervised models has been at the forefront of research in this area. However, training these models…

Cited by 9 Source ↗PDF ↗Scholar ↗