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PubTables-v2: A new large-scale dataset for full-page and multi-page table extraction
arXiv:2512.10888v3 Announce Type: replace Abstract: Table extraction (TE) is a key challenge in document understanding. Traditional approaches detect tables first, then recognize their structure. Recently, interest has surged in developing methods, such as vision-language models (VLMs), to extract tables directly in their full page or document context.
EviProp: Seeded Relevance Diffusion on Chunk-Page Graphs for Long Multimodal Document Retrieval
arXiv:2606.08979v1 Announce Type: new Abstract: Retrieving evidence pages from visually rich long documents is a key challenge in document question answering. Existing page-level visual retrievers operate under an independent matching paradigm: each page is scored in isolation based on query-page similarity. This paradigm can under-rank evidence pages whose signals are localized in fine-grained chunks or depend on document-internal associations.
SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding
Announce Type: replace Abstract: Multi-page visual documents such as manuals, brochures, presentations, and posters convey key information through layout, colors, icons, and cross-slide references. While multimodal large language models (MLLMs) offer opportunities in document understanding, current systems struggle with complex, multi-page visual documents, particularly in fine-grained reasoning over elements and pages. We introduce SlideAgent, a versatile agentic framework for understanding...
Iconic 1914 Daily Mirror front page found inside the Royal Box at Epsom as King and Queen head to Derby
Iconic 1914 Daily Mirror front page found inside the Royal Box at Epsom as King and Queen head to Derby EXCLUSIVE: An iconic Daily Mirror front page from 1914 is framed inside the Royal Box at Epsom as King Charles and Queen Camilla head to Derby When the King and Queen walk in to the Royal Box at the Derby - one of the first things they will see is this incredible page one of the Daily Mirror. It’s so special that racecourse bosses have chosen to put it in pride of place on the wall. The...
Government set to publish 'over 1,000 pages' in next wave of Mandelson files
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Teacher faked sick day for Portugal stag do then ripped out passport pages to hide trip
Teacher faked sick day for Portugal stag do then ripped out passport pages to hide trip A staff member raised the alarm after seeing photos online of Joe Wilson holding a pint at an airport - Bookmark - CommentsGo to comments A teacher who “pulled a sickie” to attend a friend's stag do in Portugal later attempted to conceal his actions by ripping pages from his passport, a tribunal has found. Joe Wilson, a Year 6 teacher at Listerdale Junior Academy in Rotherham, South Yorkshire, embarked on...
POTATR: A Lightweight Image-to-Graph Model for Page-Level Table Extraction
Announce Type: new Abstract: Large-scale document processing requires contextually aware table extraction (TE) that is both accurate and efficient. Yet current approaches require billions of parameters, hundreds of autoregressive steps, or costly API inference. Motivated by this, we introduce the Page-Object Table Transformer (POTATR), a lightweight 29M parameter image-to-graph model that extends the Table Transformer (TATR) for contextualized page-level TE.
Opera's latest Android update includes a soccer hub and a refreshed start page
Opera's latest Android update includes a soccer hub and a refreshed start page You can see live scores for ongoing games and follow your favorite teams for notifications. Opera has released a new version of its web browser for Android. It has a refreshed start page design and, just in time for the World Cup kicking off this week, a soccer hub that features live scores, stats and match notifications.
The Google TV platform will soon display YouTube Shorts videos directly on the home page
The Google TV platform will soon display YouTube Shorts videos directly on the home page The Google TV platform is getting a bunch of new features via a software update. The biggest news here is likely a novel integration of YouTube Shorts. The platform will soon display a row of personalized Shorts directly on the home page.
David Sullivan BBC Panorama probe as ex-Page 3 model set to make string of allegations against him
David Sullivan BBC Panorama probe as ex-Page 3 model set to make string of allegations against him David Sullivan has denied any wrongdoing, saying "after a lifetime spent building businesses in the adult industry... it is sadly inevitable that a small number of improper conduct claims are being made against me" An ex-Page 3 model is due to make a string of allegations against former West Ham United owner David Sullivan. The woman - who we are not naming - is due to appear on Panorama...