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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 Quala?

ReliCheck Quala is a specialized software exclusively for Mac that facilitates qualitative analysis in social, behavioral, and health sciences research. It allows users to import various forms of qualitative data, including interviews, open-ended survey responses, and field notes, enabling the transformation of raw text into structured and defensible themes. With this tool, you can develop an extensive codebook, annotate relevant text excerpts, and organize codes into coherent themes, all while linking pertinent quotes to reinforce each claim. Quala systematically maintains a transparent record of evidence, which is crucial for demonstrating to reviewers the specific textual support for your conclusions, while also monitoring vital trustworthiness aspects such as credibility and dependability throughout the analysis process. This efficient workflow makes it particularly suitable for theses, dissertations, program evaluations, or collaborative research projects, removing the barrier of needing to learn a complex scripting language beforehand. Additionally, ReliCheck Intelligence enhances your overall experience by offering coding suggestions and assisting in theme formulation directly on your Mac, ensuring that all transcripts and participant information remain securely stored on your device. This focus on data security allows you to concentrate entirely on your research without worrying about the safety of your information, making ReliCheck Quala an invaluable resource for qualitative researchers.

Media

Media

No images available

Integrations Supported

Hugging Face
Python

Integrations Supported

Hugging Face
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

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

ReliCheck

Date Founded

2011

Company Location

United States

Company Website

relicheck.com

Categories and Features

Categories and Features

Qualitative Data Analysis

Annotations
Collaboration
Data Visualization
Media Analytics
Mixed Methods Research
Multi-Language
Qualitative Comparative Analysis
Quantitative Content Analysis
Sentiment Analysis
Statistical Analysis
Text Analytics
User Research Analysis

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