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The NFB at the 2024 Sommets du cinéma d'animation: a wave of premieres webwire.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from webwire.com Daily Mail and Mail on Sunday newspapers.
CHAMPAIGN, Ill. (WCIA) — Ebertfest has announced their last batch of films and guests, officially rounding the schedule for the film festival’s silver jubilee. The final announcement comes exactly a month after festival officials gave a first look into some of the event’s special guests and film highlights. Now, they are adding documentary “Omoiyari: A Song Film […]
Qdrant is an Open-Source Vector Database and Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with convenient API.
A multimillion-dollar Auckland property that was the site of New Zealand’s most infamous commune, Centrepoint, has been withdrawn from sale without finding a...
The abundance of user-generated online content has presented significant challenges in handling big data. One challenge involves analyzing short posts on social media, ranging from sentiment identification to abusive content detection. Despite recent advancements in pre-trained language models and transfer learning for textual data analysis, the classification performance is hindered by imbalanced data, where anomalous data represents only a small portion of the dataset. To address this, we propose Deep One-Class Fine-Tuning (DOCFT), a versatile method for fine-tuning transfer learning-based textual classifiers. DOCFT uses a one-class SVM-style hyperplane to encapsulate anomalous data. This approach involves a two-step fine-tuning process and utilizes an alternating optimization method based on a custom OC-SVM loss function and quantile regression. Through evaluations on four different hate-speech datasets, we observe that significant performance improvements can be achieved by our method.
All the Bristol death notices and funeral announcements from this week bristolpost.co.uk - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from bristolpost.co.uk Daily Mail and Mail on Sunday newspapers.
The couple should be able to meet their spending goal of $120,000 a year after tax, even if they make a one-time outlay for a down payment on a vacation property