Tootfinder

DC 'sandwich guy' acquitted amid broader jury nullification concerns (Kaelan Deese/Washington Examiner)
https://www.washingtonexaminer.com/news/justice/3878315/dc-sandwich-guy-sean-charles-dunn-acquitted-jury-nullification-concerns-jeanine-pirro/
http://www.memeorandum.com/251106/p134#a251106p134

Hierarchical Indexing with Knowledge Enrichment for Multilingual Video Corpus Retrieval
Yu Wang, Tianhao Tan, Yifei Wang
https://arxiv.org/abs/2510.09553 https://

Hierarchical Indexing with Knowledge Enrichment for Multilingual Video Corpus Retrieval
Retrieving relevant instructional videos from multilingual medical archives is crucial for answering complex, multi-hop questions across language boundaries. However, existing systems either compress hour-long videos into coarse embeddings or incur prohibitive costs for fine-grained matching. We tackle the Multilingual Video Corpus Retrieval (mVCR) task in the NLPCC-2025 M4IVQA challenge with a multi-stage framework that integrates multilingual semantics, domain terminology, and efficient long-…