GitHub

ARC-Chapter: Structuring Hour-Long Videos into Navigable Chapters and Hierarchical Summaries

With the explosion of video content, users on video platforms now expect video chapters to navigate long videos and find key moments instantly. However, most chapters are created manually or with ...
Calgary Herald

Varcoe: Energy sector seen as long-term anchor of Calgary's economy

“If we get major energy companies (to) sign long-term lease commitments in our building, that is a long-term commitment by these companies to Calgary as an energy centre for the world, because our ...
The Island

Protecting the ocean before it’s too late: What Sri Lankans think about deep seabed mining

Far beneath the waters surrounding Sri Lanka lies a largely unseen frontier, a deep seabed that may contain cobalt, nickel and rare earth elements essential to modern technologies, from smartphones to ...
IEEE

Circuit Model Extraction of Coupled-Resonator Diplexers and Multiplexers With Unconventional Topologies

Abstract: This article proposes a modular circuit model extraction framework for coupled-resonator diplexers and multiplexers with unconventional topologies. Merely, based on two-port data available ...
GitHub

The structured extraction toolkit: parse, stream, extract, update, patch, and coerce LLM output — locally, deterministically, with one clean API.

LLM output is messy. Models wrap JSON in markdown, add trailing commas, use wrong-case enum values, and return partial objects mid-stream. Most tools deal with this by retrying the LLM call. parsantic ...
IEEE

Automated Parsing of Engineering Drawings for Structured Information Extraction Using a Fine-tuned Document Understanding Transformer

Abstract: Accurate extraction of key information from 2D engineering drawings is crucial for high-precision manufacturing. Manual extraction is slow and labor-intensive, while traditional Optical ...