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What is TILDE?

TILDE (Term Independent Likelihood moDEl) functions as a framework designed for the re-ranking and expansion of passages, leveraging BERT to enhance retrieval performance by combining sparse term matching with sophisticated contextual representations. The original TILDE version computes term weights across the entire BERT vocabulary, which often leads to extremely large index sizes. To address this limitation, TILDEv2 introduces a more efficient approach by calculating term weights exclusively for words present in the expanded passages, resulting in indexes that can be 99% smaller than those produced by the initial TILDE model. This improved efficiency is achieved by deploying TILDE as a passage expansion model, which enriches passages with top-k terms (for instance, the top 200) to improve their content quality. Furthermore, it provides scripts that streamline the processes of indexing collections, re-ranking BM25 results, and training models using datasets such as MS MARCO, thus offering a well-rounded toolkit for enhancing information retrieval tasks. In essence, TILDEv2 signifies a major leap forward in the management and optimization of passage retrieval systems, contributing to more effective and efficient information access strategies. This progression not only benefits researchers but also has implications for practical applications in various domains.

What is PassagePoint?

Enhance your organization's image and streamline the visitor check-in process through PassagePoint, a powerful on-premise security solution designed to strengthen the safety measures of your establishment. Its wide array of customization options and additional features ensures that PassagePoint successfully caters to the varied security demands of educational institutions, global corporations, multi-tenant properties, and healthcare organizations worldwide. Users benefit from advanced capabilities such as web pre-registration, Single Sign-On, and the Control Center module, which facilitates centralized management of multiple locations with tailored policies and settings. This adaptable platform is engineered for seamless integration with external systems, including physical access control, HL7 interfaces, Denied Party Screening Services, and the National Sex Offender Registry, adding a crucial layer of security necessary for large-scale operations. Furthermore, STOPware offers an extensive range of hardware components that enhance and expedite the visitor check-in experience, promoting satisfaction for both visitors and personnel. Ultimately, by adopting PassagePoint, organizations can create a safer atmosphere while enhancing their operational effectiveness. This commitment to security and efficiency not only protects assets but also builds trust within the community served.

Media

Media

Integrations Supported

Hugging Face
Python

Integrations Supported

Hugging Face
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

ielab

Company Location

United States

Company Website

github.com/ielab/TILDE/tree/main

Company Facts

Organization Name

STOPware

Date Founded

1997

Company Location

United States

Company Website

stopware.com

Categories and Features

Categories and Features

Visitor Management

Alerts/Notifications
Badge Management
Document Management
ID Scan
Pre-Registration
Registration Management
Self Check-in
Visitor Tracking
Watch List

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