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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
VeriRFP is a comprehensive platform that manages the entire lifecycle of RFPs, security questionnaires, due diligence questionnaires (DDQs), and vendor risk assessments, specifically designed for B2B revenue and security teams. Utilizing evidence-based AI drafting, it references particular sections from your approved evidence repository, which includes SOC 2 reports, policies, and penetration tests, while also flagging items that require human review when evidence is lacking. It features an extensive buyer-delivery surface encompassing trust centers, procurement portals, deal rooms, and compliance-package exports. The platform is governed by the CSA Agentic Trust Framework, ensuring AI agent oversight with documented audit trails and anomaly detection mechanisms. Additionally, it offers seamless integrations with popular platforms like Salesforce, HubSpot, and Jira. Users can choose from three deployment options: cloud-based SaaS, Bring-Your-Own-Key (BYOK), and the on-device Private Edition for Mac. With its headquarters located in Columbus, Ohio, VeriRFP aims to enhance collaboration and compliance for organizations navigating vendor risk. This innovative solution not only streamlines processes but also strengthens trust and accountability within B2B partnerships.
API Access
Has API
API Access
Has API
Screenshots View All
No images available
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
VeriRFP
Founded
2026
Country
United States
Website
verirfp.com
Product Features
Product Features
Proposal Management
Automatic Formatting
Calendar Management
Collaboration
Contact Management
Content Repository
Document Management
Electronic Signature
Knowledge Library
Pipeline Management
RFP Management
Requirements Management
Revision Management
Task Management
Templates
Version Control
RFP
Bid Management
Collaboration
Content Management
Data Import / Export
Due Date Tracking
Knowledge Library
Progress Tracking
RFP Creation
RFP Responding
Requirements Management
Task Management
Templates
Vendor Management