Analytics Vidhya

JULY 7, 2023

Introduction Natural Language Processing (NLP) models have become increasingly popular in recent years, with applications ranging from chatbots to language translation. However, one of the biggest challenges in NLP is reducing ChatGPT hallucinations or incorrect responses generated by the model.

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ChatGPT Natural Language Processing NLP Chatbots 225

Unite.AI

OCTOBER 19, 2023

OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. Even small changes in the prompt can make the model give very different answers. Prompt Engineering So, making the right prompts is very important when using these models. This is called prompt engineering.

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Prompt Engineer Prompt Engineering Large Language Models LLM 277

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

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Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. Cost-efficiency Chatbot development often involves utilizing foundation models that are API-accessible LLMs with broad training.

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LLM Large Language Models Chatbots Natural Language Processing 243

Towards AI

DECEMBER 28, 2023

The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP). These models are trained on massive amounts of text data to learn patterns and relationships in the language.

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 109

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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ChatGPT Natural Language Processing Large Language Models LLM 224

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. LLMs utilize embeddings to understand word context.

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Large Language Models Prompt Engineer Prompt Engineering LLM 130

IBM Journey to AI blog

FEBRUARY 13, 2024

They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

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Generative AI AI AI Chatbots 313

Artificial Corner

JULY 30, 2023

Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. Image by YouTube video “Introduction to large language models” on YouTube Channel “Google Cloud Tech” What are Large Language Models? Natural Language Processing (NLP) is a subfield of artificial intelligence.

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Large Language Models LLM Natural Language Processing Deep Learning 98

Towards AI

FEBRUARY 15, 2023

Meanwhile, Chinese web giant Baidu is preparing to launch a generative AI chatbot, ERNIE, later this year. This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them. Hottest News 1.

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Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

ODSC - Open Data Science

NOVEMBER 8, 2023

Do you want a chatbot, a Q&A system, or an image generator? Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed. You can even fine-tune prompts to get exactly what you want. Plan accordingly!

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Unite.AI

DECEMBER 5, 2023

With this new wave of AI, there is a new category of machine learning engineers who are focused only on “prompt engineering.” For example, chatbots powered by natural language processing technology can answer frequently asked questions quickly and accurately, freeing up human agents to handle more complex issues.

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AI AI AI Tools Natural Language Processing 312

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

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Auto-complete ChatGPT Large Language Models AI 240

Marktechpost

JULY 30, 2023

To further enhance accessibility, Stack Overflow integrates the knowledge base of Stack Overflow for Teams into their new chatbot, StackPlusOne, seamlessly integrated with Slack. GenAI Stack Exchange is the designated hub for discussions about prompt engineering, AI optimization, and staying up-to-date with the ever-evolving GenAI tools.

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Natural Language Processing Prompt Engineer Prompt Engineering AI 98

Flipboard

SEPTEMBER 14, 2023

The introduction of OpenAI’s ChatGPT and other large language models (LLMs) has created an opportunity for individuals willing to learn how to use this technology to their advantage. You’ll need to tailor this section based on your career field, experiences and various skills.

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Artificial Intelligence Artificial Intelligence Natural Language Processing AI 131

ODSC - Open Data Science

OCTOBER 23, 2023

As large language models, generative AI, and prompt engineering have all taken center stage in the AI domain, the interests, demands, and skills required to forge ahead with one’s career have also changed. Now with generative AI, improved chatbots, and LLMs, those concerns have only grown.

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Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

AWS Machine Learning Blog

OCTOBER 6, 2023

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. Another essential component is an orchestration tool suitable for prompt engineering and managing different type of subtasks.

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Generative AI LLM Natural Language Processing Metadata 111

Viso.ai

FEBRUARY 21, 2024

The quality and performance of the LLM depend on the quality of the prompt it is given. Prompt engineering allows users to construct optimal prompts to improve the LLM response. This article will guide readers step by step through AI prompt engineering and discuss the following: What is a Prompt?

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Prompt Engineer Prompt Engineering Computer Vision LLM 52

ODSC - Open Data Science

JULY 3, 2023

Because of this, LLMs have a wide range of potential applications, including in the fields of natural language processing, machine translation, and text generation. The post-training alignment process results in improved performance on measures of factuality and adherence to a desired behavior.

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Large Language Models Natural Language Processing Data Science Prompt Engineer 98

Heartbeat

JANUARY 9, 2024

Large language models have emerged as ground-breaking technologies with revolutionary potential in the fast-developing fields of artificial intelligence (AI) and natural language processing (NLP). The way we create and manage AI-powered products is evolving because of LLMs. BERT and GPT are examples.

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Large Language Models Natural Language Processing LLM Machine Learning 52

Heartbeat

AUGUST 2, 2023

During this training process, these language models learn to predict the next word or sequence of words in the given context to gain a comprehensive knowledge of grammar, language structure, and contextual and semantic relationships. The positional encoding allows the model to understand the sequential nature of language.

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Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

ODSC - Open Data Science

SEPTEMBER 18, 2023

Getting started with natural language processing (NLP) is no exception, as you need to be savvy in machine learning, deep learning, language, and more. A lot goes into learning a new skill, regardless of how in-depth it is.

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NLP Neural Network Large Language Models Deep Learning 52

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

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NLP Robotics Prompt Engineer Prompt Engineering 71

Pickl AI

SEPTEMBER 21, 2023

Evolution of Language Models Early Language Models: From ELIZA to ALICE To understand the significance of ChatGPT, we must first trace the evolution of language models. These early language models laid the foundation for natural language processing but were far from the human-like conversational agents we have today.

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ChatGPT Conversational AI Natural Language Processing Chatbots 52

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Main use cases are around human-like chatbots, summarization, or other content creation such as programming code. They have deep end-to-end ML and natural language processing (NLP) expertise and data science skills, and massive data labeler and editor teams. Only prompt engineering is necessary for better results.

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Generative AI Prompt Engineer Prompt Engineering AI 103

AWS Machine Learning Blog

MAY 7, 2024

Tasks such as routing support tickets, recognizing customers intents from a chatbot conversation session, extracting key entities from contracts, invoices, and other type of documents, as well as analyzing customer feedback are examples of long-standing needs. We also examine the uplift from fine-tuning an LLM for a specific extractive task.

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Prompt Engineer Prompt Engineering Large Language Models LLM 95

Snorkel AI

MARCH 15, 2023

I work at Cohere , which is working to make NLP (Natural Language Processing) part of every developer’s toolkit. We’ve been featured in a number of these lists, and the main idea is that Cohere trains these large language models and offers them on the cloud via API.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

Snorkel AI

MARCH 15, 2023

I work at Cohere , which is working to make NLP (Natural Language Processing) part of every developer’s toolkit. We’ve been featured in a number of these lists, and the main idea is that Cohere trains these large language models and offers them on the cloud via API.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

Heartbeat

JANUARY 26, 2024

LangChain Conversation Memory Types: Pros & Cons, and Code Examples When it comes to chatbots and conversational agents, the ability to retain and remember information is critical to creating fluid, human-like interactions. I previously shared relevant articles on creating a basic chatbot without using Conversation Memory.

Metadata 52

Metadata LLM OpenAI Chatbots 52

Heartbeat

NOVEMBER 16, 2023

An In-depth Look into Evaluating AI Outputs, Custom Criteria, and the Integration of Constitutional Principles Photo by Markus Winkler on Unsplash Introduction In the age of conversational AI, chatbots, and advanced natural language processing, the need for systematic evaluation of language models has never been more pronounced.

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LLM Chatbots Explainability Deep Learning 52

Flipboard

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. We continue to see emerging challenges stemming from the nature of the assortment of datasets available. Application integration The Q&A chatbot capability is one of Q4’s AI services.

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Chatbots LLM Prompt Engineer Prompt Engineering 130

Applied Data Science

DECEMBER 23, 2022

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. What is the role of humans in this new world and what do artists have to say ?

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Neural Network AI AI Data Science 52

AWS Machine Learning Blog

JANUARY 4, 2024

We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries.

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Prompt Engineer Prompt Engineering Generative AI LLM 119

Bugra Akyildiz

JULY 16, 2023

Articles LLM Arena You want to use a chatbot or LLM, but you do not know which one to pick? In here, the distinction is that base models want to complete documents(with a given context) where assistant models can be used/tricked into performing tasks with prompt engineering. It uses FastChat under the hood for evaluation.

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LLM Chatbots Large Language Models Neural Network 52

Heartbeat

NOVEMBER 10, 2023

As the demands for efficient language model interactions grow, tools like LCEL will undoubtedly become indispensable for developers and researchers alike. Embracing such innovations will ensure that we remain at the forefront of the rapidly evolving landscape of AI and natural language processing.

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LLM Deep Learning Natural Language Processing OpenAI 52