A hybrid BERT-CNN-BiLSTM model classifies Bangla news headlines by topic and sentiment using the 9,014-headline BAN-ABSA dataset, marking a new NLP approach for low-resource Bengali news analysis.

#BanglaNLP #HeadlineClassification #SentimentAnalysis #LowResourceAI
https://arxiv.org/abs/2511.18618

How can multimodal AI support low-resource sign languages?

BdSLIG explores Bengali Sign Language instruction generation with VLMs and Sign Parameter-Infused prompting.

CV4A11y @ ICCV 2025

arxiv.org/abs/2508.16076

#Accessibility #BanglaNLP #VLMs

Can lightweight models stay competitive for low-resource Bangla NLP?

At BLP @ EMNLP 2023, we explored informal Bangla FastText for violence-inciting text detection.

🏆 Best Shared Task Paper

aclanthology.org/2023.banglal...

#BanglaNLP #NLProc