Roberta
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HalleluBERT: Let Every Token That Has Meaning Bear Its Weight
arXiv:2510.21372v2 Announce Type: replace Abstract: Transformer-based models have advanced NLP, yet Hebrew still lacks a RoBERTa encoder that is trained at scale and released in both base and large variants. We present HalleluBERT, a RoBERTa-based encoder family trained from scratch on 49.1~GB of deduplicated Hebrew web text and Wikipedia using a Hebrew-specific byte-level BPE vocabulary. On native Hebrew benchmarks for named entity recognition (BMC, NEMO) and sentiment classification...
GottBERT: a pure German Language Model
arXiv:2012.02110v2 Announce Type: replace Abstract: Pre-trained language models have significantly advanced natural language processing (NLP), especially with the introduction of BERT and its optimized version, RoBERTa. While initial research focused on English, single-language models can be advantageous compared to multilingual ones in terms of pre-training effort, overall resource efficiency or downstream task performance. Despite the growing popularity of prompt-based LLMs, more...
Peabo Bryson, A Whole New World and Beauty and the Beast singer, dies
Peabo Bryson, A Whole New World and Beauty and the Beast singer, dies Wed 3 Jun 2026 at 12:21pm In short: R&B singer Peabo Bryson has died at 75. Bryson was known for his duets with fellow performers Celine Dion and Roberta Flack. He won two Grammys with his Oscar-winning Disney collaborations with Dion on Beauty and the Beast and on Aladdin's A Whole New World with Regina Belle.
Lithuania signals interest in American nukes
Lithuania is in talks with the U.S. to potentially host American nuclear weapons on its territory, said the country’s defense minister on Tuesday. “Discussions are ongoing,” Minister of National Defense Robertas Kaunas told reporters. The talks come amid moves from Washington to reduce U.S. military presence in Europe, sparking concerns of exposing NATO allies to critical security gaps.
Lack of childcare support for parents in higher education | Letter
Roberta Leem-Bruggen says she was working full-time hours in NHS settings but was considered a ‘non-earner’ and therefore not eligible for childcare supportJamie Evans’ letter on childcare eligibility and the “nerd tax” (28 May) strongly resonated with me because I have experienced versions of this problem throughout higher education. In 2020, I was a single parent studying for a clinical master’s degree. I spent over 40 hours a week on compulsory NHS placements while completing academic work.
PortBERT: Navigating the Depths of Portuguese Language Models
Announce Type: new Abstract: Transformer models dominate modern NLP, but efficient, language-specific models remain scarce. In Portuguese, most focus on scale or accuracy, often neglecting training and deployment efficiency. In the present work, we introduce PortBERT, a family of RoBERTa-based language models for Portuguese, designed to balance performance and efficiency.
The Word and the Way: Strategies for Domain-Specific BERT Pre-Training in German Medical NLP
Announce Type: new Abstract: Digital healthcare generates vast amounts of clinical text that can support AI-assisted applications, yet German biomedical language models remain limited by older architectures or restricted training data. We present ChristBERT (Clinical- and Healthcare-Related Issues and Subjects Tuned BERT), a family of domain-specific German RoBERTa-based language models trained on a 13.5GB corpus of scientific publications, clinical texts, health-related web content, and...
Cats, flowers and Harry Hill’s car on fire – RA Summer Exhibition review
Royal Academy, LondonBowie karaoke in a cupboard, a gross David Gamble self-portrait and Harriet Porter’s serene silver pot are a welcome distraction from the tidal wave of landscapes and famous artists’ hand-me-downs for saleThis year’s RA Summer Exhibition is less awful than usual. It’s still full of some of the worst art you’ve ever seen – way too many Michael Craig-Martins and Bob and Roberta Smiths – but its awfulness is definitely a bit less awful. This relative less-awfulness is...
Lack of childcare support for parents in higher education | Letter
Roberta Leem-Bruggen says she was working full-time hours in NHS settings but was considered a ‘non-earner’ and therefore not eligible for childcare supportJamie Evans’ letter on childcare eligibility and the “nerd tax” (28 May) strongly resonated with me because I have experienced versions of this problem throughout higher education. In 2020, I was a single parent studying for a clinical master’s degree. I spent over 40 hours a week on compulsory NHS placements while completing academic work.
Cats, flowers and Harry Hill’s car on fire – RA Summer Exhibition review
Royal Academy, LondonBowie karaoke in a cupboard, a gross David Gamble self-portrait and Harriet Porter’s serene silver pot are a welcome distraction from the tidal wave of landscapes and famous artists’ hand-me-downs for saleThis year’s RA Summer Exhibition is less awful than usual. It’s still full of some of the worst art you’ve ever seen – way too many Michael Craig-Martins and Bob and Roberta Smiths – but its awfulness is definitely a bit less awful. This relative less-awfulness is...