natural language processing can use AI to take real-world input, process it and make sense of it in a way a computer can understand. Just as humans have different sensors -- such as ears to hear and eyes to see -- computers have ...
Computers understand only binary digits: 0 and 1. Thus, every instruction we feed into a computer gets transformed into binary digits. Similarly, machine learning models tend to understand only numeric data. As such, it becomes necessary to convert the text data into its equivalent numerical form...
In 2022, the ACL Ethics Committee (AEC) decided to propose to run a tutorial on ethics and its impact on ethics in both authoring and reviewing aspects for the community of CL/NLP scholars and practitioners. As part of this process, the committee chairs and Luciana Benotti (a member of th...
This technology has been present for decades, and with time, it has been evaluated and has achieved better process accuracy. NLP has its roots connected to the field of linguistics and even helped developers create search engines for the Internet. As technology has advanced with time, its usage...
The building of a client-side bot and connecting it to the provider’s API are the first two phases in creating a machine learning chatbot. Once the work is complete, you may integrate AI with NLP which helps the chatbot in expanding its knowledge through each and every interaction with ...
1) reducing its model complexity in terms of the model parameter number and 2) ordering discriminant features automatically based on the cross-entropy criterion. The resulting method is called PointHop++. The first improvement is essential for wearable and mobile computing while the second improvement...
Natural language processing (NLP) refers to the field of study that focuses on the interactions between human language and computers. It has recently gained much attention for analyzing human language computationally and has spread its applications for various tasks such as machine translation, informati...
Natural language processing has come a long way since the 50s when scientists were first testing out the implications of artificial intelligence and a machine’s ability to understand language. With its broad applications and convenient technology, NLP is proving to be a valuable addition to business...
On March 2016 Microsoft launchedTay, an Artificial Intelligence (AI) chatbot released on Twitter as a NLP experiment. The idea was that as more users conversed with Tay, the smarter it would get. Well, the result was that after 16 hours Tay had to be removed due to its racist and abusi...
It operates through two main phases: exploration and deployment, utilizing retrieval-augmented generation (RAG) technology to efficiently retrieve and update information from a knowledge base, thereby empowering the agent to perform tasks effectively and accurately. CoCo-Agent: A Comprehensive Cognitive M...