TILDE

TILDE

ielab
+
+

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About

Smart split and summarize with ChatGPT. An open-source browser extension lets you easily summarize any portion of any webpage with ChatGPT. Recap is an open-source browser extension to summarize text on a webpage with ChatGPT. Recap splits the article into passages so that you can easily summarize any part of the article. You need a ChatGPT account to do the actual summarization work. Auto-split the article into passages. Summarize entire pages, summarize the text in a passage, recap previous content before a passage, and summarize the user-selected text. Supports ChatGPT, supports official OpenAI API. Custom prompt, toggle enable/disable for individual domain or page. Supports user configuration for different sites. Dark mode and keyboard shortcut support.

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Anyone in search of a solution to summarize articles and text on a webpage

Audience

Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Recap
recapext.xyz/

Company Information

ielab
United States
github.com/ielab/TILDE/tree/main

Alternatives

Alternatives

ColBERT

ColBERT

Future Data Systems
Quicky AI

Quicky AI

QuickyAI
RankLLM

RankLLM

Castorini

Categories

AI Summarizers Supported

Categories

Reranking Models Supported

Integrations

ChatGPT Supported
Google Chrome Supported
Hugging Face Not Supported
OpenAI Supported
Python Not Supported

Integrations

ChatGPT Not Supported
Google Chrome Not Supported
Hugging Face Supported
OpenAI Not Supported
Python Supported
Claim Recap and update features and information
Claim Recap and update features and information
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