IBM Journey to AI blog

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. NLP techniques help them parse the nuances of human language, including grammar, syntax and context.

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Mlearning.ai

FEBRUARY 26, 2024

Post-Retrieval Next, the RAG model augments the user input (or prompts) by adding the relevant retrieved data in context (query + context). Pre-Retrieval Optimisation Pre-retrieval techniques include improving the quality of indexed data and chunk optimisation. This process creates a knowledge library that the LLM can understand.

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Towards AI

AUGUST 9, 2023

Similarly, MM-ReAct [2] incorporates visual information in the forms of image captioning, dense captioning, image tagging, etc., 20] On the other hand, finetuning a language model is data-hungry which makes the approach less applicable when domain-specific data is limited. inside the prompt to feed to the LLM. Zhu et al. [9]

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock automates synchronization of your data with your vector store, including diffing the data when it’s updated, document loading, and chunking, as well as semantic embedding. RAG is a popular technique that combines the use of private data with large language models (LLMs). Choose Next.

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John Snow Labs

SEPTEMBER 26, 2023

According to the data collected by Forbes , over a half (53.3% to be precise) of data scientists and engineers plan to deploy Large Language Model (LLM) applications into production in the next 12 months or “as soon as possible.” Additionally, the data indicates that 8.3%

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Becoming Human

JUNE 14, 2023

It will stay synthetic whatever the duration of the meeting. The content sent to ChatGPT is based on the recorded conversation between the attendees. One of the improvements of this code could be the execution of data masking before calling the ChatGPT API. The meeting name could also contain some tags for data masking.

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Snorkel AI

APRIL 2, 2024

We began with an out-of-the-box solution using the GPT-4 large language model (LLM) and OpenAI’s text data embeddings. I recently talked with Matt Casey, Snorkel AI’s data science content lead, about how we leveraged the power of Snorkel Flow to boost our system’s performance to production levels in just a few weeks.

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AssemblyAI

SEPTEMBER 22, 2023

And how are text-based or image-based techniques used to generate synthetic AI music? in the form of an image caption) and image attributes ( content and qualities ). The main idea behind it is to leverage a large-scale dataset to extract relationships between text and music that transcend the conventional music-tags classification.

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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video.

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Sebastian Ruder

JUNE 6, 2022

They also made practical suggestions to encourage more work on such languages: creating data resources; establishing a conference track for work on low-resource and endangered languages; and encouraging researchers to apply their systems to low-resource language data. The KinyaBERT model architecture. Both CANINE ( Clark et al. )

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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video.

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John Snow Labs

OCTOBER 12, 2023

Improvements Improved User Experience for Synthetic Text Generation In version 5.4, we have overhauled the Synthetic Text Generation page to provide a more user-friendly and efficient experience while preserving all the familiar features and capabilities. With version 5.4, We have now resolved this issue.

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TheSequence

OCTOBER 30, 2023

In this guest post, Jimmy Whitaker, Data Scientist in Residence at Human Signal, introduces Adala, an Autonomous Data Labeling Agent framework that harmonizes AI's computational power with human judgment. These LLM-powered agents are not limited to generating well-articulated content but can be framed as potent general problem solvers.

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Snorkel AI

FEBRUARY 13, 2023

Jan Neumann, Vice President, Machine Learning, Comcast Applied AI and Discovery gave a presentation entitled “Data-Centric AI in Comcast’s Voice and Conversational Interfaces” at Snorkels Future of Data-Centric AI conference in 2022. But let’s focus on the use-case of data-centric AI for Voice.

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Snorkel AI

FEBRUARY 13, 2023

Jan Neumann, Vice President, Machine Learning, Comcast Applied AI and Discovery gave a presentation entitled “Data-Centric AI in Comcast’s Voice and Conversational Interfaces” at Snorkels Future of Data-Centric AI conference in 2022. But let’s focus on the use-case of data-centric AI for Voice.

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NVIDIA

JULY 11, 2023

We’re also deep diving on new GeForce RTX 40 Series GPU features, technologies and resources, and how they dramatically accelerate content creation. Jacob Norris is a 3D artist and the president, co-founder and creative director of Sierra Division Studios — an outsource studio specializing in digital 3D content creation.

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NVIDIA

JULY 13, 2023

Whether predicting protein structures or securely training algorithms on large real-world and synthetic datasets, generative AI and accelerated computing are opening new areas of research that can help mitigate the spread of disease, enable personalized medical treatments and boost patient survival rates.

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Sebastian Ruder

DECEMBER 6, 2021

You can find the table of contents below: Introduction Open-Retrieval QA vs Reading Comprehension What is a Domain? Multi-Domain QA Models In most cases when learning in a multi-domain setting there may be limited or no labelled data available in the target domain available. The tutorial was organised by Avi Sil and me.

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