TILDEielab
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Related Products
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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.
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About
WordBinary is an academic integrity and writing support platform for students, researchers, educators, institutions and content teams. It combines AI text detection, plagiarism checking, grammar review, source code similarity detection and self-plagiarism analysis in a workspace. Users can upload documents, view percentage-based results, inspect highlighted passages, identify matched sources and download PDF-based reports for review or record-keeping. WordBinary supports responsible decision-making rather than replacing human judgement, making it useful for assignments, dissertations, research papers, articles, reports and institutional workflows. Its multilingual capabilities, credit-based access and user-friendly interface help people evaluate content efficiently without relying on separate tools. By combining transparency, affordability and reporting, WordBinary provides a dependable solution for improving originality, writing quality and confidence before submission or publication.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques
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Audience
Students, researchers, scholars, agencies, colleges, universities, institutions
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$30
Best for students and regular academic use.
Plan validity: 30 days from purchase. AI checks ₹10 ($0.10) per 1000 words Plagiarism checks ₹30 ($0.30) per 1000 words AI + Plagiarism together ₹40 ($0.40) per 1000 words Grammar checks ₹1 ($0.01) per 1000 words 3000 Credits Approx. 300,000 AI words, 100,000 plagiarism words, or 3,000,000 grammar words Credits expire after 30 days. Full AI, plagiarism, and grammar usage support PDF reports for AI and plagiarism scans Grammar check editor with downloadable corrected .docx file Reports available for 60 days with dashboard credit tracking Within Document Similarity Detection and multiple file formats Multiple languages supported for plagiarism and grammar checks Free self plagiarism checker and browser extension access No Deep Scan upgrade included
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company Informationielab
United States
github.com/ielab/TILDE/tree/main
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Company InformationWordBinary
Founded: 2020
India
wordbinary.com
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