John Snow Labs

JULY 12, 2023

version of Legal NLP releases a new Contract NLI model and added new demonstration apps for Question Answering and Summarization Contract NLI model The new model is based on Flan T5 (LLM model released by Google) and finetuned on the Stanford Contract NLI dataset. Don’t forget to check our notebooks and demos. The latest 1.16.0

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John Snow Labs

AUGUST 9, 2023

The latest version of Legal NLP comes with a new classification model on Law Stack Exchange questions and Named-Entity Recognition on Subpoenas. Don’t forget to check our notebooks and demos. How to run Legal NLP is extremely easy to run on both clusters and driver-only environments using johnsnowlabs library: !

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NLP Categorization 98

Towards AI

MARCH 5, 2024

It has been demonstrating great capability in various aspects such as text summarisation, machine translation and knowledge-intensive NLP tasks. The code for this demo is available on my GitHub page. Especially the rapid development of RAG framework packages like LangChain and LlamaIndex made the implementation of RAG much easier.

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Large Language Models NLP Generative AI AI 96

Towards AI

JULY 21, 2023

Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.09.20 What is the state of NLP? Where are those commonsense reasoning demos? For an overview of some tasks, see NLP Progress or our XTREME benchmark. Forge Where are we? Where are those graphs?

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NLP Auto-complete Natural Language Processing BERT 94

Towards AI

AUGUST 29, 2023

Built by Langchian and OpenAi, the OpenAi API allows you to integrate advanced NLP models into their applications and websites, enabling dynamic and human-like conversations with users. You’ll see a live demo of the AI Coding Assistant in action and explore the system design and architecture.

OpenAI 101

OpenAI NLP Chatbots Python 101

Marktechpost

FEBRUARY 26, 2024

In the significantly developing field of Natural Language Processing (NLP), embedding models are essential for converting complicated items like text, images, and audio into numerical representations that computers can comprehend and interpret. Check out the Models. All credit for this research goes to the researchers of this project.

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Ehud Reiter

DECEMBER 19, 2023

Nature Reviews Psychology The NLP community has often been somewhat insular, and one of the really encouraging developments (at least to me) in 2023 was the blossoming of inter-disciplinary papers which linked NLP to other scientific fields. This D Demszky et al (2023). Using large language models in psychology.

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John Snow Labs

MAY 12, 2023

John Snow Labs Finance NLP 1.13 Multimodal QA with Visual NLP Spark NLP suite offers a seamless integrations among all the components: Finance NLP , Legal NLP, Clinical NLP and Visual NLP. More specifically, this notebook showcases OCR (with Visual NLP) and SAR NER included in Finance NLP.

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NLP 52

ODSC - Open Data Science

MARCH 20, 2023

Finally, Tuesday is the first day of the AI Expo and Demo Hall , where you can connect with our conference partners and check out the latest developments and research from leading tech companies. This will also be the last day to connect with our partners in the AI Expo and Demo Hall.

Data Science 98

Data Science NLP Categorization Python 98

Towards AI

APRIL 25, 2024

Paper Walkthrough: RAG for Knowledge-Intensive NLP Tasks This week, we have a paper walkthrough for the research paper on Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. We are working on something super cool, covering everything from the technical to the conceptual aspects of AI, LLMs, NLP, computer vision, and more!

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AI AI NLP Computer Vision 102

John Snow Labs

JUNE 23, 2023

For instance, NLP in oncology can help identify patients with a high risk of cancer, and predict treatment outcomes. In this article, we will discuss the significance and applications of NLP in Oncology. NLP for Treatment Planning – NLP in oncology assists oncologists develop personalized treatment plans for cancer patients.

Natural Language Processing 52

Natural Language Processing NLP Algorithm Data Extraction 52

John Snow Labs

JUNE 19, 2023

Let’s see how NLP in radiology can streamline workflows along with some practical examples. Notable Applications of NLP in Radiology In Radiology, Natural Language Processing can be used in various ways to improve patient outcomes and enhance the overall quality of care.

NLP 52

NLP Natural Language Processing Automation Algorithm 52

John Snow Labs

SEPTEMBER 7, 2023

Don’t forget to check our notebooks and demos. How to run Finance NLP is quite easy to run on both clusters and driver-only environments using johnsnowlabs library: !pip pip install johnsnowlabs from johnsnowlabs import nlp nlp.install(force_browser=True) Then we can import the Finance NLP module and start working with Spark.

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ODSC - Open Data Science

JANUARY 26, 2024

It will also feature even more hands-on training sessions, expert-led workshops, and tutorials on topics like machine learning, NLP and LLMs, data engineering, big data analytics, MLOps, generative AI, and more for our in-person attendees.

Data Science 52

Data Science Machine Learning Data Analysis Large Language Models 52

ODSC - Open Data Science

SEPTEMBER 19, 2023

Engineers provide insights into the technical feasibility and challenges of proposed features, scientists contribute their understanding of NLP techniques, and product managers bring the user perspective, helping to shape the direction of LLM development. If anything, it’s more important.

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Prompt Engineer Prompt Engineering Large Language Models Software Engineer 98

Pragnakalp

MAY 1, 2024

Here is the demo video: 2. Here is the demo video: 3. Here is the demo video: 4. Here is the demo video: 5. Here is the demo video: 6. Here is the demo video: 7. They do not look natural. Akool Here’s the link to the Akool model. D-ID Here’s the link to the D-ID model.

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AI AI NLP Natural Language Processing 59

Pragnakalp

MAY 1, 2024

Here is the demo video: 2. Here is the demo video: 3. Here is the demo video: 4. Here is the demo video: 5. Here is the demo video: 6. Here is the demo video: 7. However, it lacks head movement functionality, and it works better with AI-generated images than with natural human images.

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Neural Network AI AI NLP 59

ODSC - Open Data Science

FEBRUARY 24, 2023

This year, our expert speakers will cover a wide range of topics from machine learning to data analytics and NLP to generative AI. You might be interested in partnering with ODSC Europe’s AI Expo and Demo Hall. If you would like to join us this summer there are many options. Check them out below.

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Data Science Data Scientist NLP Machine Learning 98

Marktechpost

JANUARY 24, 2024

With the constantly advancing fields of Artificial Intelligence (AI), Natural Language Processing (NLP), and Natural Language Generation (NLG), these models have evolved and have stepped into almost every industry. The team has shared some demo examples of using the model on the project’s website.

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John Snow Labs

APRIL 22, 2024

While large language models (LLMs) have demonstrated impressive capabilities in various natural language processing (NLP) tasks, their performance in this domain has been limited by the inherent complexities of medical language and the nuances involved in interpreting clinical narratives.

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Mlearning.ai

FEBRUARY 9, 2023

Hugging Face is a library that provides pre-trained language models for NLP tasks such as text classification, sentiment analysis, and more. These models are based on deep learning algorithms and have been fine-tuned for specific NLP tasks, making it easy to get started with NLP. We’ve learned what Hugging Face is.

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Deep Learning NLP Natural Language Processing Computer Vision 52

John Snow Labs

OCTOBER 10, 2023

Natural language processing (NLP) is efficient in extracting information from corpora. Here we introduce a concept of “context similarity” for selecting chemical elements for HEAs, based on NLP models that analyze the abstracts of 6.4 It overcomes the limitations of NLP and identifies the Cantor and Senkov HEAs.

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Natural Language Processing NLP Large Language Models Robotics 52

John Snow Labs

NOVEMBER 13, 2023

To use the model on a Spark NLP pipeline, simply download the pretrained model and apply directly on DOCUMENT annotations: Create DOCUMENT annotations from raw texts: documenpt_assembler = ( nlp.DocumentAssembler().setInputCol("text").setOutputCol("document") Don’t forget to check our notebooks and demos.

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NLP Python Large Language Models 52

ODSC - Open Data Science

SEPTEMBER 6, 2023

CaseHOLD is a new dataset for legal NLP tasks. The CaseHOLD dataset was created to address the lack of large-scale, domain-specific datasets for legal NLP. The dataset is a valuable resource for researchers working on legal NLP as it is the first large-scale, domain-specific dataset for this task. This is where BioBERT comes in.

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Large Language Models LLM NLP BERT 98

John Snow Labs

JUNE 12, 2023

The latest version of Finance NLP , 1.15, introduces numerous additional features to the existing collection of 926+ models and 125+ Language Models from previous releases of the library. Normalizing date mentions in text This notebook shows how to use Finance NLP to standardize date mentions in the texts to a unique format.

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NLP LLM Data Extraction 52

Chatbots Life

MARCH 17, 2023

This is where Natural Language Processing (NLP) makes its entrance. What is NLP? Fortunately, you don’t have to put in a lot of effort trying to imagine such a situation because NLP makes this possible. With NLP, you can train your chatbots through multiple conversations and content examples.

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NLP Chatbots Natural Language Processing Conversational AI 105

John Snow Labs

JUNE 13, 2023

The latest version of Legal NLP , 1.15 Normalizing date mentions in text This notebook shows how to use Legal NLP to standardize date mentions in the texts to a unique format. Don’t forget to check our notebooks and demos. Let’s examine each of these new capabilities in detail.

NLP 52

NLP LLM 52

ODSC - Open Data Science

AUGUST 29, 2023

AI Prompt Engineer An AI Prompt Engineer is a specialized professional at the forefront of the AI and NLP landscape. Often, NLP engineers who specialize in prompt engineering will work closely with domain experts, where they create prompts that extract insights, support decision-making, and ensure responsible AI interactions.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

Towards AI

JULY 21, 2023

Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 07.26.20 Transformer is the most critical alogrithm… github.com NLP & Audio Pretrained Models A nice collection of pretrained model libraries found on GitHub. These 2 repos encompass NLP and Speech modeling.

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NLP Inference Engine Natural Language Processing Chatbots 90

Towards AI

JULY 20, 2023

Jerome in his Study | Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.14.21 Solving the ambiguity problem, whether its derived strictly from NLP only or from a combination of multi-modal models, or from graphs, will be key in order for models to achieve what Thomas Paine called “Common Sense”.

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NLP Deep Learning Data Analysis Natural Language Processing 89

John Snow Labs

OCTOBER 13, 2023

The model depends on the INSTRUCTOR embedding, which can be used in a Spark NLP pipeline as follows: embeddings = ( nlp.InstructorEmbeddings.pretrained("instructor_large", "en").setInstruction("Represent Don’t forget to check our notebooks and demos. setInputCols(["document"]).setOutputCol("sentence_embeddings")

NLP 52

NLP 52

John Snow Labs

SEPTEMBER 8, 2023

To create the pipeline, simply use the TextGenerator from Legal NLP: from johnsnowlabs import nlp, legal spark = nlp.start() document_assembler = ( nlp.DocumentAssembler().setInputCol("question").setOutputCols("document_question") Don’t forget to check our notebooks and demos. setInputCol("question").setOutputCols("document_question")

NLP 52

NLP 52

John Snow Labs

OCTOBER 10, 2023

The E5 model obtains one of the best performances on standard NLP benchmarks, and he provides a Finance-specific fine-tuned version. To use the model on a Spark NLP pipeline, download the pretrained model: document_assembler = ( nlp.DocumentAssembler().setInputCol("text").setOutputCol("document")

NLP 52

NLP 52

ODSC - Open Data Science

OCTOBER 16, 2023

Featuring hands-on training sessions, expert-led workshops, talks from industry luminaries, the AI Expo and Demo Hall, networking events, the Ai X Innovation Summit, and more, ODSC West has all the ingredients you need to create your ideal conference experience. Head on over and decide which sessions you can’t possibly miss.

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Data Science Responsible AI Machine Learning Data Scientist 52

ODSC - Open Data Science

OCTOBER 11, 2023

Featuring hands-on training sessions, expert-led workshops, talks from industry luminaries, the AI Expo and Demo Hall, networking events, the Ai X Innovation Summit, and more, ODSC West has all the ingredients you need to create your ideal conference experience. Head on over and decide which sessions you can’t possibly miss.

Data Science 52

Data Science Responsible AI Machine Learning Data Scientist 52

ODSC - Open Data Science

OCTOBER 20, 2023

At the AI Expo and Demo Hall as part of ODSC West in a few weeks, you’ll have the opportunity to meet one-on-one with representatives from industry-leading organizations like Microsoft Azure, Hewlett Packard, Iguazio, neo4j, Tangent Works, Qwak, Cloudera, and others. Check them out for free!

NLP 52

NLP Data Science Machine Learning Data Analysis 52

AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. Having the right setup in place is the first step towards a seamless deployment of the demos.

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Large Language Models Generative AI LLM AI 95