TILDE

TILDE

ielab
+
+

Related Products

  • ClickUp
    19,572 Ratings
    Visit Website
  • FormAssembly
    525 Ratings
    Visit Website
  • Hyperproof
    350 Ratings
    Visit Website
  • Superfiliate
    49 Ratings
    Visit Website
  • SiteDocs
    290 Ratings
    Visit Website
  • P3Source
    16 Ratings
    Visit Website
  • TE Recruit
    639 Ratings
    Visit Website
  • 4K Video Downloader
    12,893 Ratings
    Visit Website
  • Google Workspace
    69,271 Ratings
    Visit Website
  • ALMobile
    29 Ratings
    Visit Website

About

Atlas Workspace brings your research sources, notes, visual maps, and AI conversations into one workspace. Open a paper’s Knowledge Map to understand its structure and trace an answer back to the exact passage. Explore connections across your project on a Semantic Map, ask questions across your library, and save cited results. Search the wider research literature and add relevant sources to your project. Atlas supports PDFs, websites, YouTube videos, and notes, with a free plan and paid Pro subscription.

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

Atlas is ideal for students, researchers, writers, and knowledge workers who want to organize research, connect ideas, and develop complex thinking over time

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

$0
Free plan: up to 10 sources and 5 AI messages. Pro: US$20/month or US$192/year (US$16/month equivalent, billed annually).
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 Not 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

Atlas Workspace
Founded: 2025
Singapore
www.atlasworkspace.ai/

Company Information

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

Alternatives

Alternatives

ColBERT

ColBERT

Future Data Systems
Jenni

Jenni

Jenni AI
RankLLM

RankLLM

Castorini

Categories

AI Workspaces Supported

Categories

Reranking Models Supported

Integrations

Hugging Face Not Supported
Python Not Supported

Integrations

Hugging Face Supported
Python Supported
Claim Atlas Workspace and update features and information
Claim Atlas Workspace and update features and information
Claim TILDE and update features and information
Claim TILDE and update features and information