John Snow Labs

AUGUST 21, 2023

We are delighted to announce a suite of remarkable enhancements and updates in our latest release of Healthcare NLP. This release comes with the first Text2SQL module and ONNX-optimized medical text summarization models as well as 20 new clinical pretrained models and pipelines. announcement appeared first on John Snow Labs.

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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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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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John Snow Labs

DECEMBER 20, 2023

Contract NLI demo app The new demo app shows the capabilities of the pretrained model to perform NLI on legal contracts. You can find the demo in this link. Don’t forget to check our notebooks and demos. The post Legal NLP releases new Contract NLI demo and more appeared first on John Snow Labs.

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John Snow Labs

DECEMBER 21, 2023

The latest version of the library comes with a better embedding model and a new demo app for Aspect-Based Sentiment Analysis BGE Sentence Embedding Model The new model adds to the library’s capabilities to create vector representations of financial texts aimed at performing Retrieval Augmented Generation (RAG) applications.

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Analytics Vidhya

DECEMBER 7, 2024

Spaces provide a simple and collaborative environment to host interactive demos of machine learning models using frameworks like Gradio and Streamlit. HuggingFace Spaces is a platform that enables developers and researchers to create, deploy, and share machine learning applications effortlessly.

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John Snow Labs

NOVEMBER 14, 2023

of the library comes with optimized sentence embedding models for RAG applications in the Legal domain and new demo apps for Subpoenas. E5 and BGE models obtain top performances on standard NLP benchmarks, and we provide a Legal-specific fine-tuned version. Identifying relevant Entities in Subpoena Link to the demo app: here.

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IBM Journey to AI blog

JANUARY 29, 2024

From there, teams can use natural language processing (NLP) to access and run automations at scale in a simple and consistent no-code user interface. Schedule a demo today to see what Orchestrate can do for you. With the automation builder, you can package existing automations as skills that can be reused across the organization.

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Topbots

APRIL 11, 2023

BERT by Google Summary In 2018, the Google AI team introduced a new cutting-edge model for Natural Language Processing (NLP) – BERT , or B idirectional E ncoder R epresentations from T ransformers. This model marked a new era in NLP with pre-training of language models becoming a new standard. What is the goal? accuracy on SQuAD 1.1

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AssemblyAI

SEPTEMBER 19, 2024

Natural Language Processing (NLP): OpenAI's language models generate intelligent, context-aware responses. To watch the demo in action check out the video at 18:48. Voice Synthesis: ElevenLabs synthesizes text responses into natural-sounding audio, completing the conversational loop.

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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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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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Snorkel AI

APRIL 11, 2024

Today, I’m incredibly excited to announce our new offering, Snorkel Custom, to help enterprises cross the chasm from flashy chatbot demos to real production AI value. Expectations were set sky-high, budgets were locked, and now teams are realizing that converting flashy chatbot demos into production AI is a much longer road than it seemed.

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John Snow Labs

JULY 12, 2024

The new release comes with a redesign of important models and improved performance on financial NLP tasks. New state-of-the-art embedding models Current advances in NLP are built on top of vector representation of text, usually called embeddings. Conclusion Finance NLP 2.0 All models can be found in the Spark NLP Models Hub.

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Marktechpost

MAY 30, 2024

Natural Language Processing on Google Cloud This course introduces Google Cloud products and solutions for solving NLP problems. It covers how to develop NLP projects using neural networks with Vertex AI and TensorFlow. It includes lessons on vector search and text embeddings, practical demos, and a hands-on lab.

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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.

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Unite.AI

JULY 24, 2023

It also has a built-in plagiarism checker and uses natural language processing (NLP terms) to optimize content for SEO and provide relevant keyword suggestions, which search engines like Google will love. Business plan demo: Fill out a form to request a demonstration of Jasper Business. Bootcamp: Video tutorials.

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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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John Snow Labs

JULY 12, 2024

Redesign of embedding models Recent developments in NLP rely on vector representations of text, commonly known as embeddings. To use the model in Legal NLP, use the pretrained method of the corresponding annotator: word_embedding_model = ( nlp.WordEmbeddings.pretrained( "legal_word_embeddings", "en", "legal/models" ).setInputColumns(["sentence",

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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.

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Snorkel AI

OCTOBER 9, 2024

We’re excited to announce new natural language processing (NLP) features in Snorkel Flow’s 2024.R3 NLP is vital for our customers—it’s key to extracting insights from unstructured and structured text, and the first step to unlocking enterprise AI at scale. Building the future of NLP with Snorkel Flow With the 2024.R3

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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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Marktechpost

SEPTEMBER 27, 2024

Natural language processing (NLP) tools may offer some capabilities but fall short when processing complex documents that require higher-level understanding. Check out the GitHub , Demo , and Details. All credit for this research goes to the researchers of this project.

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Marktechpost

MAY 4, 2024

SUQL extends SQL with NLP operators like SUMMARY and ANSWER, facilitating full-spectrum queries on hybrid knowledge sources. Check out the Paper , Github , and Demo. The SUQL’s design aims for expressiveness, accuracy, and efficiency. LLMs proficiently translate complex text into SQL queries, empowering SUQL for complex queries.

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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

SEPTEMBER 12, 2024

Healthcare NLP employs advanced filtering techniques to refine entity recognition by excluding irrelevant entities based on specific criteria like whitelists or regular expressions. This approach is essential for ensuring precision in healthcare applications, allowing only the most relevant entities to be processed in your NLP pipelines.

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John Snow Labs

JUNE 26, 2024

This blog post explores how John Snow Labs’ Healthcare NLP models are revolutionizing the extraction of critical insights on opioid use disorder. Here, NLP offers a powerful solution. Let us start with a short Spark NLP introduction and then discuss the details of opioid drugs analysis with some solid results.

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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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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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John Snow Labs

MAY 3, 2024

Let’s start with a brief introduction to Spark NLP and then discuss the details of pretrained pipelines with some concrete results. Spark NLP & LLM The Healthcare Library is a powerful component of John Snow Labs’ Spark NLP platform, designed to facilitate NLP tasks within the healthcare domain. word embeddings).

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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")

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Snorkel AI

DECEMBER 27, 2023

In contrast, BERT training pipelines often fit on modern laptops, and data scientists can fine-tune a variety of BERT derivatives to adapt them to new tasks through transfer learning BERT’s NLP advantages BERT offers several advantages relative to other LLMs. What are the advantages of using BERT NLP? Book a demo today.

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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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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")

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Towards AI

JULY 25, 2023

In my previous articles about transformers and GPTs, we have done a systematic analysis of the timeline and development of NLP. Architecture: The authors have used a two-layered Bidirectional LSTM to demo the concept. Last Updated on July 29, 2023 by Editorial Team Author(s): Abhijit Roy Originally published on Towards AI.

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John Snow Labs

MAY 13, 2024

Spark NLP & LLM The Healthcare Library is a powerful component of John Snow Labs’ Spark NLP platform, designed to facilitate NLP tasks within the healthcare domain. John Snow Labs also offers periodic trainings to help users gain expertise in utilizing the Healthcare Library and other components of their NLP platform.

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Unite.AI

SEPTEMBER 11, 2023

link] MetaGPT Demo Run MetaGPT provided a system design document in Markdown—a commonly used lightweight markup language. Use-Case Illustration I gave the objective to develop a CLI-based rock, paper, and scissors game, and MetaGPT successfully executed the task. Below is a video that showcases the actual run of the generated game code.

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