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Description
Comprehend your student’s writing approach while pinpointing opportunities for enhancement.
AI Usage Evaluation: Acquire an AI Detection Score to evaluate how much generative AI has influenced your student’s assignments.
Plagiarism Assessment: Implement Plagiarism Scores to reveal any uncredited sections, fostering adherence to citation norms.
Pasted Content Review: Monitor and analyze all inserted material in documents to assess its impact on the completed draft.
Change Monitoring: Obtain a comprehensive view of the revisions and efforts applied throughout the writing process, including an overview of modifications and their corresponding timestamps, to better understand the evolution of the student’s work.
Description
TILDE (Term Independent Likelihood moDEl) serves as a framework for passage re-ranking and expansion, utilizing BERT to boost retrieval effectiveness by merging sparse term matching with advanced contextual representations. The initial version of TILDE calculates term weights across the full BERT vocabulary, which can result in significantly large index sizes. To optimize this, TILDEv2 offers a more streamlined method by determining term weights solely for words found in expanded passages, leading to indexes that are 99% smaller compared to those generated by the original TILDE. This increased efficiency is made possible by employing TILDE as a model for passage expansion, where passages are augmented with top-k terms (such as the top 200) to enhance their overall content. Additionally, it includes scripts that facilitate the indexing of collections, the re-ranking of BM25 results, and the training of models on datasets like MS MARCO, thereby providing a comprehensive toolkit for improving information retrieval tasks. Ultimately, TILDEv2 represents a significant advancement in managing and optimizing passage retrieval systems.
API Access
Has API
API Access
Has API
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Integrations
Hugging Face
Python
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Passed.AI
Founded
2023
Country
Canada
Website
passed.ai/
Vendor Details
Company Name
ielab
Country
United States
Website
github.com/ielab/TILDE/tree/main