David Talby (@davidtalby) 's Twitter Profile
David Talby

@davidtalby

PhD, MBA, CTO @JohnSnowLabs. Making #NLP, #AI, and #DataScience solve real-world problems in #Healthcare & #Pharma. Views are my own.

ID: 51360810

linkhttp://www.linkedin.com/in/davidtalby calendar_today27-06-2009 05:49:22

3,3K Tweet

27,27K Followers

11,11K Following

David Talby (@davidtalby) 's Twitter Profile Photo

The #Healthcare #NLPSummit starts on Tuesday! 30+ technical sessions with a focus on medical #LargeLanguageModels including keynotes from Microsoft (BioGPT), Google (EHRSafe), Stanford CRFM (PubMedGPT), MIT, U Pittsburg, and John S…lnkd.in/gQcRdqQX nlpsummit.org

David Talby (@davidtalby) 's Twitter Profile Photo

"We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge shows Vicuna-13B achieves more than 90%* quality of O…lnkd.in/gfMVubA4 vicuna.lmsys.org

David Talby (@davidtalby) 's Twitter Profile Photo

#ChatGPT is more accurate than crowd-sourced human labeling (via mechanical turk) on a sample of 2,382 tweets for tasks including relevance, stance, topics, and frames detection. ChatGPT is also about 20 times cheaper than MTurk for these tasks. Paper:…lnkd.in/graG7P-W

David Talby (@davidtalby) 's Twitter Profile Photo

#Legal #NLP 1.10 is out! The new version adds EurVoc Taxonomy Classification; Legal Criticality & Argument Mining in English & German; and new Legal Question Answering demos; and Multilingual Legal Sentence and Word Embeddings for Italian, Portuguese, Spa…lnkd.in/gm9XTNUF

David Talby (@davidtalby) 's Twitter Profile Photo

Nice write-up from Stanford's human-centered #AI group on the last month's trends in #LLMs: deployments on the rise, worsening transparency, massive influx of funding, and demands on policy & regulation. lnkd.in/grME6Hph lnkd.in/g7TWmykZ

David Talby (@davidtalby) 's Twitter Profile Photo

The #Healthcare #NLPSummit starts tomorrow! 30+ sessions covering the latest medical large language models, responsible AI libraries, best practices and case studies from teams putting this technology to use. #ai #datascience #n…lnkd.in/gR6zMs-4 nlpsummit.org

David Talby (@davidtalby) 's Twitter Profile Photo

Introducing the #OpenSource Python library for testing #NLP models. Automatically generate tests, run tests, and augment data to make #ResponsibleAI a reality and deliver safe & effective models. 50+ out-of-the-box test types inclu…lnkd.in/grnYxzkk lnkd.in/gKQ8aKiq

David Talby (@davidtalby) 's Twitter Profile Photo

"Cerner Enviza, an Oracle company, along with John Snow Labs, are now helping support the U.S. Food and Drug Administration’s drug safety Sentinel Initiative. By developing artificial intelligence (#AI) tools aimed at extracting…lnkd.in/gGu7YqKg lnkd.in/gSMac2rT

David Talby (@davidtalby) 's Twitter Profile Photo

#SparkNLP 4.4 it out! Major release adding BART for Text Translation & Summarization, ConvNeXT Transformer for Image Classification, Zero-Shot Text Classification, and 400+ state-of-the-art models. 100% Free & #OpenSource. * ConvNextForImageClassificatio…lnkd.in/gxjkXCX6

David Talby (@davidtalby) 's Twitter Profile Photo

Major release: #SparkNLP for #Healthcare 4.4 is out! Includes the new BioGPT-JSL #LLM and a suite of instruction-tuned language models for Medical Text Generation, Question Answering, and Summarization. Benchmarks suggest that healthcare-specific LLM's a…lnkd.in/gm527MwM

David Talby (@davidtalby) 's Twitter Profile Photo

A Comparison of #SparkNLP for #Healthcare and #ChatGPT on Clinical Named Entity Recognition #ai #datascience #llms #largelanguagemodels #deeplearning #healthcareai #healthai #textmining lnkd.in/g6-8m2vx

David Talby (@davidtalby) 's Twitter Profile Photo

On Monday at the #HIMSS conference, Vishakha Sharma, PhD from Roche will present at the #ML & #AI about using #NLP to enable personalized care in #digitalhealth products. lnkd.in/gH5VTEQz

David Talby (@davidtalby) 's Twitter Profile Photo

#Legal #NLP 1.11 is out! Legal contract Summarization, 15 new entity recognition models for Nondisclosure Agreements, 5 Legal Clasification models, and Visual NLP demos for information extraction from scanned legal forms. lnkd.in/gBa7igfv #nlproc…lnkd.in/gkYPyfgj

David Talby (@davidtalby) 's Twitter Profile Photo

Databricks article by Maziyar PANAHI on scaling up Vision Transformers. #SparkNLP shows near-linear speedup of 9.6x when scaling to 10 nodes - without changing a single line of code. 100% Free & #OpenSource. #ai #datascience #comp…lnkd.in/geuzm9N2 lnkd.in/gsHuV8ip

David Talby (@davidtalby) 's Twitter Profile Photo

This Tuesday (April 25th, noon EDT) at a webinar of the #AMIA #NLP working group, I'm presenting ‘2023 Trends in Applied NLP in Healthcare: Large Language Models, No-Code, and Responsible AI’ Free registration:  #Healthcare #Heal…lnkd.in/gTGAX_ZU lnkd.in/gvFUXcJn

David Talby (@davidtalby) 's Twitter Profile Photo

Compressing #LargeLanguageModels Prompts with Gist Tokens: "Finetuning and distillation methods allow for specialization of LMs without prompting, but require retraining the model for each task. To avoid this trade-off entirely, we present gisting, whic…lnkd.in/gE5EHkQk

David Talby (@davidtalby) 's Twitter Profile Photo

#SparkNLP 4.4.1 is out! New DistilBertForZeroShotClassification annotator: List which classes you want text to be classified by, and just process documents - no training data or model tuning is required. 100% Free & #OpenSource. Getting started:…lnkd.in/e8fXu4TX

David Talby (@davidtalby) 's Twitter Profile Photo

Defining 3 criteria for Regulatory-Grade #AI: Truthfulness ("No BS"), Responsible AI, and Private Execution. #responsibleai #regulation #ethicalai #datascience lnkd.in/gc3MErSa