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Description
TILDE (Term Independent Likelihood moDEl) serves as a framework for passage re-ranking and expansion, utilizing BERT to boost retrieval effectiveness by merging sparse term matching with advanced contextual representations. The initial version of TILDE calculates term weights across the full BERT vocabulary, which can result in significantly large index sizes. To optimize this, TILDEv2 offers a more streamlined method by determining term weights solely for words found in expanded passages, leading to indexes that are 99% smaller compared to those generated by the original TILDE. This increased efficiency is made possible by employing TILDE as a model for passage expansion, where passages are augmented with top-k terms (such as the top 200) to enhance their overall content. Additionally, it includes scripts that facilitate the indexing of collections, the re-ranking of BM25 results, and the training of models on datasets like MS MARCO, thereby providing a comprehensive toolkit for improving information retrieval tasks. Ultimately, TILDEv2 represents a significant advancement in managing and optimizing passage retrieval systems.
Description
Introducing a comprehensive solution for navigating the complexities of Digital Reinvention. This highly automated and reliable platform allows for swift deployment while minimizing both risk and costs. Transformer adeptly analyzes software applications, extracting their original coding structures and semantics to produce models that can be either tidied up by eliminating redundant code or transitioned into a new programming language, or even restructured into a sophisticated multi-tier architecture. With automation rates exceeding 80%, the platform ensures precise syntactic and semantic translations of legacy systems, effectively safeguarding business logic and significantly shortening the time-to-market compared to traditional methods. By employing cutting-edge analysis and detection algorithms, it adeptly identifies and eliminates dead and duplicate code, substantially lowering your technical debt. In addition, the platform features over 50 aesthetically pleasing widgets and layout templates that allow the modernized applications to function seamlessly across all contemporary screens and mobile devices. Enhanced with Localization and Accessibility support, these applications are designed to be inclusive, ensuring availability for all users, regardless of their location. This comprehensive approach not only streamlines the digital transformation process but also enhances the overall user experience.
API Access
Has API
API Access
Has API
Integrations
Hugging Face
Python
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
ielab
Country
United States
Website
github.com/ielab/TILDE/tree/main
Vendor Details
Company Name
Morphis Tech
Country
Portugal
Website
morphis-tech.com
Product Features
Product Features
Forms Automation
Approval Process Control
Archiving & Retention
Collaboration
Document Indexing
Drag & Drop
Full Text Search
Remote Document Access
Rules-Based Workflow
Text Editing
Version Control
