So, let us first understand what is meant by the terms we used above: Artificial Intelligence: A technique through which machines are trained to mimic human-like behavior. Machine Learning: A technique in which data is used to run specific algorithms. These algorithms are used to train machines...
The practice of optimizing for semantic search is what we call semantic SEO. In this blog post, I’ll explain what it is, why it matters, and how to execute a successful semantic SEO strategy. Hint: It’s all about using semantic keywords, sometimes previously called latent semantic indexing...
Innatural language processing(NLP), topic modeling is atext miningtechnique that appliesunsupervised learningon large sets of texts to produce a summary set of terms derived from those documents that represent the collection’s overall primary set of topics.1Topic models specifically identify common key...
Llama 2 is a family of pre-trained and fine-tunedlarge language models (LLMs)released by Meta AI in 2023. Released free of charge for research and commercial use, Llama 2 AI models are capable of a variety ofnatural language processing (NLP) tasks, from text generation to programming code...
5. What is meant by Benchmarking? Answer: The process of measuring the quality of products, programs, rules, policies, and other attributes of a company compared to the standard measures set for those properties or the other similar companies is benchmarking in business analysis.For more intervi...
to the public in November 2022. Its viral successwas a surpriseto the OpenAI team. The company had already released versions of its GPT models for developers. In early 2022, it also released a platform calledInstructGPT, which is similar to ChatGPT but is meant for more specific applications...
Stanford's GloVe is another widely used model. It focuses on capturing both local and global context by analyzing word co-occurrence statistics within a large text corpus. GloVe builds a word co-occurrence matrix and then factors it down to obtain word vectors. This process considers both nearby...
Unlike traditional models that treat words in isolation, attention allows language models to consider context. Let’s see what this is about! Attention is all you need The game-changer for the NLP field came in 2017 when the paper Attention Is All You Need introduced the attention mechanism. ...
Let’s see if I can define what I mean by that. I would like to start by positing that the craving to create is in every one of us. Some of us are more blessed than others in also having skills to satisfy this craving. Moreso, I am going to proclaim that most of us are ...
Specifically, we focus on the alias-disambiguation step of this user linking task, which is meant to differentiate users with the same usernames. We start quantitatively analyzing the importance of the alias- disambiguation step by conducting a survey on 153 volun- teers and an experimental ...