TILDEielab
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About
Marco empowers trade buyers and sellers with a better and faster alternative to legacy trade financing options. Flexible trade financing is made simple. Pay or get paid on your own terms. Get paid instantly, while offering payment flexibility to your buyers. Supercharge your sales by providing deferred payment options to your buyers. Optimize your growth strategy with deferred payment terms from your US and global suppliers. Improve cash flow for both you and your suppliers. Get net terms to free up working capital, without using up your available line of credit. Provide buyers with deferred payment options to supercharge their sales. Don't let your company suffer from the limitations of traditional and slow bank offerings. Marco understands the dynamic pace of your business and empowers you with control over your financing. Advance funds as needed and expand your line of credit whenever necessary.
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About
TILDE (Term Independent Likelihood moDEl) is a passage re-ranking and expansion framework built on BERT, designed to enhance retrieval performance by combining sparse term matching with deep contextual representations. The original TILDE model pre-computes term weights across the entire BERT vocabulary, which can lead to large index sizes. To address this, TILDEv2 introduces a more efficient approach by computing term weights only for terms present in expanded passages, resulting in indexes that are 99% smaller than those of the original TILDE. This efficiency is achieved by leveraging TILDE as a passage expansion model, where passages are expanded using top-k terms (e.g., top 200) to enrich their content. It provides scripts for indexing collections, re-ranking BM25 results, and training models using datasets like MS MARCO.
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Platforms Supported
Windows
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Mac
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Linux
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Cloud
Supported
On-Premises
Not Supported
iPhone
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iPad
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Android
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Chromebook
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
SME exporters and companies seeking a tool to improve their financing operations
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Audience
Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Pricing
No information available.
Free Version
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Free Trial
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Pricing
No information available.
Free Version
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Free Trial
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Reviews/
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Training
Documentation
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Webinars
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Live Online
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In Person
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Company InformationMarco
United States
www.marcofi.com
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Company Informationielab
United States
github.com/ielab/TILDE/tree/main
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