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What is Tilde.AI?

Revolutionize your customer support journey with the cutting-edge Tilde.AI conversational AI platform. This innovative solution features sophisticated multilingual chatbots that are armed with advanced natural language understanding, allowing you to effectively support customers from diverse regions and various communication channels. Tilde.AI chatbots interact with users in their chosen language, leveraging machine learning to interpret both text and voice inputs, accurately discern user intent, and deliver responses through text, images, or voice interactions. As a leading language technology research institution in Europe, Tilde is pioneering the use of neural networks to address even the most complex and lesser-known languages. Our technology is trusted by thousands of clients, including reputable entities like the European Commission and industry giants such as IBM and Microsoft, illustrating the adaptability and dependability of our solutions. By collaborating with these esteemed organizations, we are continuously expanding the horizons of AI-enhanced communication tools, making customer support more accessible and efficient for all. Furthermore, our commitment to innovation ensures that we remain at the forefront of transforming how businesses engage with their customers.

What is TILDE?

TILDE (Term Independent Likelihood moDEl) functions as a framework designed for the re-ranking and expansion of passages, leveraging BERT to enhance retrieval performance by combining sparse term matching with sophisticated contextual representations. The original TILDE version computes term weights across the entire BERT vocabulary, which often leads to extremely large index sizes. To address this limitation, TILDEv2 introduces a more efficient approach by calculating term weights exclusively for words present in the expanded passages, resulting in indexes that can be 99% smaller than those produced by the initial TILDE model. This improved efficiency is achieved by deploying TILDE as a passage expansion model, which enriches passages with top-k terms (for instance, the top 200) to improve their content quality. Furthermore, it provides scripts that streamline the processes of indexing collections, re-ranking BM25 results, and training models using datasets such as MS MARCO, thus offering a well-rounded toolkit for enhancing information retrieval tasks. In essence, TILDEv2 signifies a major leap forward in the management and optimization of passage retrieval systems, contributing to more effective and efficient information access strategies. This progression not only benefits researchers but also has implications for practical applications in various domains.

Media

Media

Integrations Supported

Integrations Supported

Hugging Face
Python

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Not specified

Training Options

Documentation Hub

Company Facts

Organization Name

Tilde.AI

Date Founded

1991

Company Website

tilde.ai/

Company Facts

Organization Name

ielab

Company Location

United States

Company Website

github.com/ielab/TILDE/tree/main

Categories and Features

AI Assistants

Not specified

Conversational AI

Not specified

Categories and Features

Reranking Models

Not specified

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