140.776 - Statistical Computing at @jhubiostat.bsky.social @johnshopkinssph.bsky.social
Lecture 14 summary

140.776 - Statistical Computing at @jhubiostat.bsky.social @johnshopkinssph.bsky.social
Lecture 14 summary
A new shared task on Arabic dialect sentiment analysis and swapping has been proposed for ArabicNLP 2026, featuring two subtasks: multi-dialect sentiment classification and generative sentiment polarity inversion. The initiative…
#ArabicNLP #SentimentAnalysis #NLP
https://arxiv.org/abs/2610.06298
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
Calilio 𝗦𝗲𝗻𝘁𝗶𝗺𝗲𝗻𝘁 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 helps teams review customer calls as positive, negative, or neutral.
That makes it easier to identify conversations that may need attention without replaying every recording manually.
Turns out the classic Naive Bayes still outshines big LLMs on a low‑contamination sentiment test. Curious how old‑school beats zero‑shot hype? Dive in for the surprising results and what it means for text classification pipelines. #NaiveBayes #LLMs #SentimentAnalysis
🔗
Discover what customers truly think with our AI Reviews Sentiment & Themes Analyzer. Perfect for product teams to identify key themes and emotions in reviews. #SentimentAnalysis #ProductInsights
https://scrapers.lat/go/qvc0gje