TILDE

TILDE

ielab
+
+

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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques

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.

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

ielab
United States
github.com/ielab/TILDE/tree/main

Company Information

VeriRFP
Founded: 2026
United States
verirfp.com

Alternatives

ColBERT

ColBERT

Future Data Systems

Alternatives

RFP360.ai

RFP360.ai

RFP360.AI
RankLLM

RankLLM

Castorini

Categories

Categories

Integrations

Hugging Face
Python

Integrations

Hugging Face
Python
Claim TILDE and update features and information
Claim TILDE and update features and information
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