Large Language Models (LLMs) vs Natural Language Understanding (NLU)

Показать описание

In this video, we'll compare and contrast Large Language Models (LLMs) and Natural Language Understanding (NLU). We'll discuss the differences between these two approaches to language processing, their unique strengths and weaknesses, and how they complement each other. Join us for an in-depth look at LLMs and NLU and learn which approach may be best for your AI needs.

Boost AI

Рекомендации по теме

Комментарии

The way you explained the difference between LLM and NLU was really good

sankarnarayanank

Fine tuning can also be achieved in LLM in the example you give. So FT is not specific to NLU. The difference stands more in the huge resources required to train LLM but in the end both LLM and NLU usually don’t access live informations so both can be wrong or out dated.

mauricecinque

Checkout our paper on
" Automating Knowledge Acquisition for Content-Centric Cognitive Agents using LLMs" AAAI FSS 2023.

srujayop

Whilst NLUs are certainly valuable, it’s becoming clear that LLMs (despite their comparable shortcomings) will overtake NLUs in ability in a matter of months, if they haven’t done so already. Modern instruction-tuned LLMs are on a whole different level…

rcnhsuailsnyfiue

what is the best way to make LLM and NLU work together ? I am working for tech stack can somebody indicate to me ? I was starting with MISTRAL AI and maybe RASA ? any ideas ?

dazdazfzf

Is it safe to say that with the growing popularity of developing domain specific chat bots using LLM and RAG frameworks has officially killed NLU frameworks like RASA.

chukwudito-anadu

So fine-tuning LLM makes it NLU? I feel that you are trying to present NLU as something totally different to sell your service.

LLMs can be trained in specific data making it fast better useful for specialization tasks.

aadityabrahmbhatt

Is LLM a combination of NLP and deep learning??

gaurav

Large Language Models (LLMs) vs Natural Language Understanding (NLU)

How Large Language Models Work

What are Large Language Models (LLMs)?

Introduction to large language models

Large Language Models (LLMs) - Everything You NEED To Know

Large Language Models (LLMs) vs Natural Language Understanding (NLU)

LLM Explained | What is LLM

[1hr Talk] Intro to Large Language Models

Risks of Large Language Models (LLM)

LLMs-part4 Learning patterns and understanding patterns are two different things? #machinelearning

What are Large Language Model (LLM) Benchmarks?

Large Language Models Explained | What Is Large Language Model (LLM) | Machine Learning |Simplilearn

What is an LLM (Large Language Model)?

LLMs vs Generative AI: What’s the Difference?

simpleshow explains: Generative AI, Large Language Models and ChatGPT

Why Large Language Models Hallucinate

LLM vs NLP | Kevin Johnson

Machine Learning vs. Deep Learning vs. Foundation Models

What is Retrieval-Augmented Generation (RAG)?

What are Generative AI models?

Large Language Models (LLMs): Risks vs. Opportunities

A Practical Introduction to Large Language Models (LLMs)

Large Language Models from scratch

But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning

Can Large Language Models Understand Meaning?