Tootfinder

Per Zufall bin ich über die #blogparade2025 gestolpert und da das Thema bei blogissimo interessant war, hab ich mal einen Beitrag geliefert. Hoffentlich #relevant

Topic-Specific Classifiers are Better Relevance Judges than Prompted LLMs
Lukas Gienapp, Martin Potthast, Harrisen Scells, Eugene Yang
https://arxiv.org/abs/2510.04633 https://

Topic-Specific Classifiers are Better Relevance Judges than Prompted LLMs
The unjudged document problem, where pooled test collections have incomplete relevance judgments for evaluating new retrieval systems, is a key obstacle to the reusability of test collections in information retrieval. While the de facto standard to deal with the problem is to treat unjudged documents as non-relevant, many alternatives have been proposed, including the use of large language models (LLMs) as a relevance judge (LLM-as-a-judge). However, this has been criticized as circular, since …

Iran says nuclear cooperation with IAEA ‘no longer relevant’ | Politics News | Al Jazeera
https://www.aljazeera.com/news/2025/10/5/iran-says-nuclear-cooperation-with-iaea-no-longer-relevant?traffic_source=rss

AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding
Xian Zhang, Zexi Wu, Zinuo Li, Hongming Xu, Luqi Gong, Farid Boussaid, Naoufel Werghi, Mohammed Bennamoun
https://arxiv.org/abs/2510.02778

AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding
Understanding long-form videos remains a significant challenge for vision--language models (VLMs) due to their extensive temporal length and high information density. Most current multimodal large language models (MLLMs) rely on uniform sampling, which often overlooks critical moments, leading to incorrect responses to queries. In parallel, many keyframe selection approaches impose rigid temporal spacing: once a frame is chosen, an exclusion window suppresses adjacent timestamps to reduce redun…

Meta updates Reels on Facebook to prioritize showing fresher and more-relevant content, and adds AI search suggestions and friend bubbles like on Instagram (Katelyn Chedraoui/CNET)
https://www.cnet.com/news/social-media/fac

Facebook's Algorithm Update Aims to Show You Newer Reels You'll Actually Like, Even if It's AI
Facebook's vice president of product, Jagjit Chawla, talks about how the platform treats AI-generated content and how you can see less of it.

Gods, let this be the thing that finally ends his ordeal and sets him free.
https://innocenceproject.org/news/breaking-explosive-new-evidence-revealed-yesterday-in-n…

BREAKING: Explosive New Evidence Revealed in NBC “Dateline” Podcast Related to Pending Claim in Robert Roberson Case - Innocence Project
Filing with Texas Court of Criminal Appeals Says Newly Available Evidence Proves Judicial Misconduct, Requires New Trial for Robert Roberson

This is bizarre - I made a typo and accidentally ran a #Google search for a comma. Not the word, the punctuation mark.
And yet, somehow, Google thinks that is:
1. A valid enough search to be showing a bazillion results
2. A search that needs short-form vertical videos at the top from a bunch of white women (who are they? Why them? What in the world is relevant to a singular punctuation mark that makes them pull up these videos?)
3. A search with enough inferred intent to show me a whole Q&A interface?
I know we complain about the state of #search online a lot these days and I've been part of the #SEO industry for years but something like this is so blatantly ridiculous it's hard not to stop and wonder.... what the actual fuck?

Jerry Jones proved his Dallas Cowboys are 'relevant' at NFL trade deadline. So what. https://www.usatoday.com/story/sports/nfl/columnist/nate-davis/2025/11/05/cowboys-trades-jerry-jones-relevant-qui…

Nursing And Midwifery Health Program Victoria Podcasts
NMHPV are pleased to connect with you and share relevant and practical information to assist in enhancing your health and wellbeing...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/nursin

For the open #genomics #bioinformatics crowd: I'm preparing the next @… newsletter here: https://github.com/OBF/newsletter/pull/47
If you have any relevant community news you wanna share, feel free to comment there!
(Yes yes, it's still on GH)