Las Vegas, Nevada – January 8, 2025 – Infrrd is excited to announce our exceptional participation in the prestigious IEEE Computing and Communication Workshop and Conference (CCWC) 2025, held from January 6–8, 2025, in Las Vegas. This milestone event not only showcased Infrrd’s leadership in Intelligent Document Processing (IDP) but also earned us the Best Presenter Award, a recognition of our team’s innovation and expertise in document analysis and advanced technologies.
Infrrd’s Groundbreaking Research
At this globally respected conference, Infrrd presented three pioneering papers that push the boundaries of document processing and analysis. Our team of brilliant researchers—Pratyusha Rasamsetty, Srirama Nakshathri, Saiteja Tallam, Deepak Kumar, Navaneeth Amarnath, and JiangLong He—delivered impactful solutions to some of the most pressing challenges in document workflows.
1. Automating Scale Extraction From Engineering Drawings: A Multi-Step Vision and Text Approach
This paper introduces a novel multi-step process for detecting scales in engineering diagrams. By combining advanced vision algorithms with text-to-formula conversion techniques, we’ve developed a solution that allows for precise estimation of real-world dimensions from technical drawings.
2. Multi-Stage Retriever Model for Document Classification Using Fine-Tuned Embeddings
In a large-scale document classification study, we tackled the challenge of accurately retrieving specific document types from a vast database. Through fine-tuning open-source large language model (LLM) embeddings, we’ve enhanced the accuracy and relevance of classification, even in datasets with a high volume of document classes.
3. Can RAG Calibrate LLMs for Information Extraction Tasks?
This research addresses the challenge of overconfidence in LLM-based information extraction tasks. By leveraging Retrieval-Augmented Generation (RAG), we have developed a method to calibrate LLM predictions, improving their confidence scores and ensuring more reliable and consistent named entity extraction.
A Prestigious Recognition: Best Presenter Award
The Best Presenter Award is a testament to the excellence of our research and the impact Infrrd is making in the field of Intelligent Document Processing. This accolade honors not just our innovative ideas but also the clarity and precision with which we presented our research, demonstrating thought leadership in the IDP industry.
Impact on Infrrd and the Industry
Infrrd’s participation in IEEE CCWC 2025 has further solidified our position as a leader in the IDP world. Our research addresses real-world challenges in document analysis, enhances IDP solutions, and drives transformation in document workflows.
This achievement underscores Infrrd’s commitment to advancing the capabilities of AI-powered document processing, paving the way for smarter, faster, and more efficient business operations across industries.
About IEEE CCWC 2025
The IEEE Computing and Communication Workshop and Conference (CCWC) is an annual event organized by the Institute of Electrical and Electronics Engineers (IEEE). It serves as a premier platform to showcase cutting-edge innovations in computing and communication. The conference brings together industry leaders, researchers, and innovators from around the world to exchange knowledge, foster collaboration, and inspire future advancements in these fields.
Looking Ahead: Innovation Without Limits
At Infrrd, this recognition isn’t just a trophy on our shelf—it’s a springboard for bigger and bolder achievements. From rethinking how documents are processed to redefining what’s possible with AI, we’re not just keeping pace with innovation—we’re setting the standard.
The journey doesn’t stop here. With every challenge we solve and every boundary we push, we’re paving the way for a smarter, faster, and more efficient future.
Stay tuned, because with Infrrd, the best is always yet to come!
