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Description

Flocabulary is an educational platform designed for K–12 students that creatively employs hip-hop music, videos, and interactive lessons to enhance vocabulary and academic knowledge across diverse subjects like literature, math, science, and social studies. The platform boasts a vast array of standards-compliant videos and lessons that blend music, rhythm, storytelling, and engaging visuals to foster a more captivating and memorable learning experience. Each lesson emphasizes essential vocabulary, particularly Tier 2 and Tier 3 words, through its accompanying song or video, subsequently reinforcing the material with various activities, including “Vocab Cards,” a beat-building “Vocab Game” that incorporates correct answers to add musical elements, reading passages with comprehension queries, quizzes, and tasks focused on analyzing lyrics. This approach of multimodal sequencing not only aids students in internalizing new vocabulary but also enhances their understanding of context while allowing them to develop vital comprehension and critical-thinking abilities. Students benefit from a rich and dynamic learning environment that encourages active participation and deeper engagement with the material.

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

Screenshots View All

Screenshots View All

Integrations

Hugging Face
Python

Integrations

Hugging Face
Python

Pricing Details

$11.50 per month
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

Flocabulary

Country

United States

Website

www.flocabulary.com

Vendor Details

Company Name

ielab

Country

United States

Website

github.com/ielab/TILDE/tree/main

Product Features

Product Features

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