TILDEielab
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Related Products
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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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About
VeriRFP is a full-lifecycle platform for RFPs, security questionnaires, DDQs, and vendor risk assessments — built for B2B revenue and security teams. Evidence-backed AI drafting cites specific passages from your approved evidence library (SOC 2 reports, policies, pen tests) and flags for human review when evidence is insufficient. A full buyer-delivery surface includes trust centers, procurement portals, deal rooms, and compliance-pack exports. CSA Agentic Trust Framework-aligned AI agent governance with signed audit records and anomaly monitoring. Native integrations with Salesforce, HubSpot, and Jira. Three deployment paths: cloud SaaS, Bring-Your-Own-Key (BYOK), and on-device Private Edition for Mac. Headquartered in Columbus, Ohio.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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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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Audience
B2B revenue and security teams at mid-market and enterprise companies; InfoSec, GRC, sales engineering, proposal management, procurement, and compliance leaders responding to RFPs, security questionnaires, DDQs, and vendor risk assessments.
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company Informationielab
United States
github.com/ielab/TILDE/tree/main
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Company InformationVeriRFP
Founded: 2026
United States
verirfp.com
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Categories |
Categories |
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Integrations
Hugging Face
Python
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