TILDEielab
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About
Understand your student’s writing process and identify areas for improvement.
AI Reliance Assessment: Obtain an AI Detection Score to measure the extent of generative AI usage in your student’s work.
Plagiarism Detection: Utilize Plagiarism Scores to identify non-cited passages, promoting proper citation practices.
Paste-Ins Analysis: Track and review all pasted content within documents to understand its contribution towards the final draft.
Revision Tracking: Gain insight into the effort and revisions made over time through a detailed overview of changes and timestamps.
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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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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
Educators
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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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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 VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
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 InformationPassed.AI
Founded: 2023
Canada
passed.ai/
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Company Informationielab
United States
github.com/ielab/TILDE/tree/main
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Integrations
Hugging Face
Python
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