The service for paying subscriptions to foreign online platforms in rubles GetPayAll has collected the 7 best analogues of ChatGPT, which can be used to create chatbots, virtual assistants, automatic question answering systems and other applications that require text processing and its generation in natural language language.
Currently, GetPayAll notes, there are several similar ChatGPT models and technologies that also provide text generation and natural language processing (NLP). We list them below:
- BERT (Bidirectional Encoder Representations of Transformers)
BERT is a solution developed by Google. It learns from large amounts of text and is able to understand context and semantics. BERT is used in various NLP applications, including chatbots and search engines. The service can solve many problems: from answering questions to automatic translation.
- GPT-3
Another OpenAI project is the predecessor of ChatGPT, which has similar functions. GPT-3 is also capable of generating text, answering questions, and performing other NLP tasks.
- T5 (Text to Text Transfer Transformer)
The model presented by Google Research takes a unified approach to text processing. The entire task is formulated “text to text”, which makes it flexible and powerful.
- XLnet
The XLNet project combines ideas from GPT and BERT, proposing a more complex architecture that takes into account feedback in both directions (left-to-right and right-to-left) when generating text. This model can be adapted to any text processing task.
- Google and Rasa dialog flow
Examples of rule-based and machine learning chatbots are Dialogflow and Google’s Rasa. These chatbots and virtual assistants are created using machine learning rules and techniques, without using deep neural networks.
- Transformers based on many other algorithms.
The scientific community is working to develop new architectures and models that use transformers and various enhancements to solve a variety of NLP problems.
- Microsoft DialoGPT
A Microsoft product developed based on GPT-3, which provides the possibility of creating chatbots and virtual assistants.
Author:
Anastasia Marina
Source: RB
I am a professional journalist and content creator with extensive experience writing for news websites. I currently work as an author at Gadget Onus, where I specialize in covering hot news topics. My written pieces have been published on some of the biggest media outlets around the world, including The Guardian and BBC News.
