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Ratings and Reviews 0 Ratings
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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 CellPort Cell Culture Suite?
CellPort is a cutting-edge SaaS platform specifically designed to meet the complex requirements of cell culture, passaging, line development, characterization, and banking. This platform acts as a comprehensive hub that manages cell cultures, oversees passaging protocols, and supports the development and characterization of cell lines, ultimately enhancing the efficiency of cell-based research projects.
By merging scientific expertise with industry best practices, CellPort is consistently updated to reflect the newest innovations in laboratory technology and research strategies. Our dedicated team of scientists is committed to ensuring that CellPort remains at the leading edge of innovation, equipping researchers with the tools they need to stay ahead in their fields.
Featuring a wide array of functionalities, a user-friendly interface, and a strong commitment to quality, CellPort is the ideal solution for laboratories aimed at optimizing their workflows, encouraging teamwork, and advancing scientific discoveries. In an era where efficiency and collaboration are paramount, CellPort proves to be an indispensable resource for researchers navigating the complexities of modern scientific inquiry.
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
CellPort Software
Date Founded
2014
Company Location
United States
Company Website
www.cellportsoftware.com
Categories and Features
Categories and Features
LIMS
Audit Trail
Certificates of Analysis
Data Import / Export
Electronic Laboratory Notebook
Inventory Management
Lab Instrument Interface
Reporting & Statistics
Sample Tracking
Specification Management
Workflow Management