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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
Break down language barriers and facilitate effective communication to connect with a global audience using Tilde Neural Machine Translation. We have harnessed our extensive expertise and award-winning technologies to develop over 40 pre-trained machine translation systems, aimed at delivering outstanding results and accurate translations. All translation activities are conducted through an SSL encrypted channel, ensuring that there are no data breaches or vulnerabilities to safety. Our platform allows you to translate text, documents, and websites in a secure and user-friendly environment. It is equipped with a variety of powerful features designed to enhance your translation workflow. Built upon years of dedicated research and innovation, Tilde MT leverages the latest advancements in AI technology. Recommended by linguists and experts in language technology from around the globe, our systems present a trustworthy and efficient solution for automating and optimizing the translation process, thus enabling seamless communication across different languages. With Tilde, you can rest assured that your translation needs are met with precision and care.
API Access
Has API
API Access
Has API
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
€16 per month
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
Tilde
Founded
1991
Website
tilde.com/products-and-services/machine-translation