Papers by Abdul Aziz
Abstractive Summarization of Bengali Academic Videos Based on Audio Subtitles (2026.findings-eacl)
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| Challenge: | Existing methods for summarizing educational videos in Bengali are limited due to the rapid growth of educational video content. |
| Approach: | They propose an end-to-end pipeline for the abstractive summarization of Bengali videos . they fine-tuned the BanglaT5 model on a new benchmark dataset . |
| Outcome: | The proposed system preprocesses audio and converts speech to text using Google's Speech Recognition API. |
BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts (2024.lrec-main)
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| Challenge: | Lexical Complexity Prediction (LCP) is a task for predicting the complexity score of a word or phrase based on its context. |
| Approach: | They propose a deep neural approach to predict lexical complexity of Bengali tokens using an annotated dataset. |
| Outcome: | The proposed neural approach outperforms state-of-the-art models for Bengali language. |