Unite.AI

JANUARY 19, 2024

It then generates potential verification questions to fact check its own response, based on its confidence in various statements made. This enhances interactability while reducing unrealistic or unsupported statements. The LLM first drafts a response to the user's query. ”, “Has it received regulatory approval?

Large Language Models 147

Large Language Models LLM Prompt Engineer Prompt Engineering 147

Marktechpost

NOVEMBER 14, 2023

Autoformalization could only be taught recently because of advances in neural networks and Neural Machine Translation. This is challenging because it requires expensive, highly qualified computer science and mathematics specialists to translate informal mathematical knowledge into a formal language manually.

Large Language Models 120

Large Language Models Neural Network LLM Automation 120

Marktechpost

NOVEMBER 29, 2023

Though LLMs have shown great capabilities in tasks including text generation, question answering, text summarization, and language translations, they still have their own set of drawbacks. By enabling users to verify the integrity of statements, the LLM fosters transparency and increases confidence in the data it provides.

Large Language Models 127

Large Language Models ChatGPT Artificial Intelligence Artificial Intelligence 127

NVIDIA

MARCH 13, 2024

They’re made possible thanks to large language models , deep learning algorithms pretrained on massive datasets — as expansive as the internet itself — that can recognize, summarize, translate, predict and generate text and other forms of content. They can run locally on PCs and workstations powered by NVIDIA GeForce and RTX GPUs.

Large Language Models 129

Large Language Models Chatbots LLM AI 129

Marktechpost

DECEMBER 18, 2023

These models are versatile and adaptable across diverse tasks, including language translation, summarization, question answering, text generation, sentiment analysis, and more. However, LLMs sometimes hallucinate, resulting in making plausible incorrect statements.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Large Language Models LLM 103

Marktechpost

JULY 4, 2023

It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc. The prompt can vary from a simple statement like ‘Recipe of Lasagnia’ or a question like ‘Who was the first President of the United States?’ It is just like prompting a student to write an article on any topic.

Prompt Engineer 113

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 113

Unite.AI

OCTOBER 16, 2023

BLEU and ROUGE are metrics used to evaluate the quality of machine-generated translations and summaries. BLEU is primarily used for machine translation tasks, while ROUGE is used for text summarization tasks. Prompt : In language models, a prompt is an input query or statement.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Becoming Human

MAY 15, 2023

LLMs are used in a variety of ways, and some of them are: Language translation: LLMs can be used to translate words from one language to another quickly. It does this by comparing the two languages and trying to translate it on a sentence-by-sentence basis through what is called Parallel Corpora.

Large Language Models 124

Large Language Models ChatGPT Neural Network LLM 124

Unite.AI

NOVEMBER 10, 2023

Design and Pricing The AI Pin by Humane makes a bold statement in design but comes with a price that might raise eyebrows. The inclusion of a camera that can scan food for nutritional information and the promise of real-time translation capabilities reflect a keen understanding of everyday needs and the potential of AI to address them.

AI 230

AI AI AI Modeling OpenAI 230

Marktechpost

JULY 23, 2023

It is simple to understand and translate a sentence like “clients with their orders and remarks from the last three months” into: However, since the input doesn’t provide much information about the potential database schema, AI Bot must “guess” the names of the tables and columns. AI Bot is well-versed in SQL.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence Natural Language Processing AI Chatbots 97

Flipboard

OCTOBER 16, 2023

In recent years, a lot of the research that’s made headlines has focused on brain implants that would translate paralyzed people’s thoughts into speech. Mark Zuckerberg’s Meta, for example, is working on BCIs that could pick up thoughts directly from your neurons and translate them into words in real time. (In

AI 181

AI AI Robotics Artificial Intelligence 181

Mlearning.ai

JANUARY 29, 2024

To conclude the series on mobile app development, below is a chatbot based on a financial statement analysis automation tool I had developed last September. The numbers “translate” others’ behavior into a form of collective opinion, for or against, that we ought to join up with or watch out for.

Chatbots 52

Chatbots Automation AI AI 52

Flipboard

JULY 10, 2023

They can then be fine-tuned on tasks such as text classification, machine translation, or question-answering, making them highly adaptable to various language-based applications. With these techniques, an artificial intelligence model is given a problem statement in natural language text, creating a symbolic representation of the issue.

Large Language Models 65

Large Language Models Deep Learning Natural Language Processing BERT 65

Becoming Human

JANUARY 23, 2023

Every dayyou hear a very common statement in your workplace “Hey Dude send me the data”. Google Translate Source: XDA Developers Using Natural language processing algorithms for programming. What are our objectives? When people ask for data to get their work done and measure the performance of their work.

Data Scientist 59

Data Scientist Natural Language Processing Data Science Linked Data 59

Marktechpost

SEPTEMBER 26, 2023

They look into the LLMs’ justifications for their decisions and find that the LLMs frequently make explicit statements about the stereotypes themselves, in addition to using claims about sentence structure and grammar that don’t hold up to closer investigation. They show that gendered assumptions are widely used in LLMs.

AI Researcher 116

AI Researcher AI Research Large Language Models LLM 116

Unite.AI

OCTOBER 2, 2023

This clarity often translates to more coherent and relevant responses. This could be a question or a statement seeking specific information. Still, let us go through some good practice to consider when writing a prompt: Clarity : A well-defined prompt eliminates ambiguity.

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

Dlabs.ai

AUGUST 2, 2022

Source: Telegraph AI Translates Thoughts Into Statements A company called Synchron has just created a groundbreaking new device, the device Elon Musk’s Neuralink has been trying to build for years. But their pride in the solution didn’t last long. The innovation is a 1.5-inch-long

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics AI 52

Snorkel AI

APRIL 24, 2024

The institution wanted to build a specialist model well-trained to extract interest rate derivatives from financial documents—specifically 10K financial statements published by publicly traded corporations. Then, the model goes off to production—ten to 100 times faster than it would have through manual labeling.

Data Scientist 52

Data Scientist Large Language Models Explainability Machine Learning 52

Snorkel AI

APRIL 24, 2024

The institution wanted to build a specialist model well-trained to extract interest rate derivatives from financial documents—specifically 10K financial statements published by publicly traded corporations. Then, the model goes off to production—ten to 100 times faster than it would have through manual labeling.

Data Scientist 52

Data Scientist Large Language Models Explainability Machine Learning 52

Marktechpost

JULY 3, 2023

Language Translation – LLMs are able to accurately translate text between languages accurately, facilitating successful communication despite language hurdles. Steps of training an LLM The initial stage in training an LLM is to compile a sizable textual dataset that the model will utilize to discover linguistic patterns and structures.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

Towards AI

JULY 19, 2023

Let’s clarify the LCS problem statement by first noting an important distinction between a subsequence and a substring. Take the sequence "ABCDE": A substring consists of contiguous characters in their original order.

Algorithm 91

Algorithm Python AI AI 91

John Snow Labs

JUNE 27, 2023

Imagine a scenario where a customer needs help understanding their recent credit card statement. State-of-the-Art NLP Performance: LLMs have set new benchmarks in various NLP tasks, including sentiment analysis, question-answering, machine translation, text summarization, and more.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

IBM Journey to AI blog

JULY 10, 2023

points of higher customer satisfaction on a scale of 0 to 100, demonstrating that a happier, more engaged workforce translates into improved customer satisfaction. Authenticity: This makes sure that the employee work experience reflects your company’s purported values and mission statement.

Automation 144

Automation Artificial Intelligence Artificial Intelligence AI 144

Towards AI

AUGUST 10, 2023

Problem Statement Despite the pioneers like Amazon [2], many E-commerce platforms are still heavily relying on traditional retrieval techniques like TFIDF and BM25 for product search. The LLM is leveraged to translate the raw query to an enhanced query that aims to contain the explicit product information for search.

LLM 92

LLM BERT Large Language Models Explainability 92

Google Research AI blog

JANUARY 24, 2023

For example, a doctor might write in their clinical notes, “pt referred to pt for lbp“, which is meant to convey the statement: “Patient referred to physical therapy for low back pain.” Coming up with this translation is tough for laypeople and computers because some abbreviations are uncommon in everyday language (e.g., “lbp”

ML 72

ML Algorithm Software Engineer Large Language Models 72

AssemblyAI

AUGUST 3, 2023

Truthful-oriented RLHF tuning, as applied at OpenAI, explicitly intends to reduce hallucination – the tendency of LLMs to sometimes generate false or invented statements. Finding the right balance imposes the first obvious challenge. However, RLHF tuning often worsens hallucinations, as a study based on InstructGPT reported.

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LLM Chatbots ChatGPT OpenAI 238

IBM Journey to AI blog

JUNE 23, 2023

AI analyzes financial statements, notes, disclosures and other and applicable data, then translates and interprets the data to provide context-rich answers to your questions. Figure 3 highlights ancillary benefits that conversational AI technology provides.

Generative AI 162

Generative AI AI AI AI Strategy 162

Ehud Reiter

APRIL 4, 2023

Update 27-Apr-23: An excellent example of a good evaluation of GPT is “Large language models effectively leverage document-level context for literary translation, but critical errors persist” ( [link] ). I ecnourage anyone who is interested in rigorous evaluations of GPT to read this paper!

ChatGPT 100

ChatGPT LLM Large Language Models Chatbots 100

Dlabs.ai

DECEMBER 9, 2021

Deep Learning for NLP and Speech Recognition Authors : Uday Kamath , John Liu , James Whitaker This book looks at applying deep learning architecture to tasks like document classification, translation, language modeling, and speech recognition.

Natural Language Processing 59

Natural Language Processing Neural Network NLP Deep Learning 59

Pickl AI

MARCH 18, 2024

Definition, Types & How to Create Ever felt overwhelmed by data but unsure how to translate it into actionable insights? Here are some common MIS report formats you can create in Excel: Financial Performance Reports Income Statement Analyze revenue, expenses, and net income for a specific period. MIS Report in Excel?

Data Analysis 52

Data Analysis Explainability Automation Categorization 52

The MLOps Blog

JANUARY 25, 2023

Another approach is to translate the text from one language to another. This can be done by using machine translation tools such as Google Translate or Microsoft Translator. However, this approach can introduce errors in the translation and can also lose some of the nuances of the original text.

BERT 52

BERT Natural Language Processing ML Deep Learning 52

Marktechpost

JULY 18, 2023

Working on this problem statement, a team from Google Research investigated whether such tools can be used to construct more all-purpose agents. Task-specific action adaptation: A small inverse dynamics model is trained to translate video frames into low-level control actions using a set of synthesized videos.

Large Language Models 52

Large Language Models AI AI AI Tools 52

AWS Machine Learning Blog

MARCH 12, 2024

LLMs have broad applicability, including chatbots, content generation, language translation, sentiment analysis, question answering systems, search engines, and code generation. app and run it inside the Cloud9 environment.

Large Language Models 90

Large Language Models LLM Chatbots Natural Language Processing 90

Allen AI

JUNE 19, 2023

LLMs come in a lot of different forms, including chatbots, writing assistants, and as the underlying technology for search engines, machine translation, and other applications. For example, researchers have examined different ways for people to interact with LLMs , such as clinicians’ use of LLMs for translation to talk with patients.

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Large Language Models LLM Chatbots Explainability 143

Pickl AI

APRIL 26, 2024

Their ability to translate raw data into actionable insights has made them indispensable assets in various industries. Explain the difference between SQL’s SELECT and SELECT DISTINCT statements. The SELECT statement retrieves data from a database, while SELECT DISTINCT eliminates duplicate rows from the result set.

Data Analysis 52

Data Analysis Machine Learning ETL Explainability 52

Towards AI

MARCH 28, 2023

if this statement sounds familiar, you are not foreign to the field of computational linguistics and conversational AI. It includes tasks such as Speech Recognition, Machine Translation, and Sentiment Analysis, which aim to enable computers to understand, generate, and analyze language. Hey Siri, How’s the weather today? —

Computational Linguistics 52

Computational Linguistics Conversational AI Natural Language Processing Chatbots 52

AWS Machine Learning Blog

DECEMBER 5, 2023

Since collective operations like AllGather block forward and backward pass computation, faster execution of these operations directly translates into shorter end-to-end training time with no side effects on convergence. This is done by the import statement, which is shown in the following code snippets.

Software Development 83

Software Development Deep Learning Large Language Models Machine Learning 83