Veysel KocamaninJohn Snow LabsBeyond OpenAI in Commercial LLM LandscapeExploring the Innovators and Challengers in the Commercial LLM Landscape beyond OpenAI: Anthropic, Cohere, Mosaic ML, Cerebras, Aleph…23 min read·Jul 21, 2023----
Veysel KocamaninJohn Snow LabsChatGPT: A Paradigm Shift in Business Perception of AI and NLPAmidst the global clamour, the burning question on every business leader’s mind echoes loud and clear — ‘What is our ChatGPT play and how…2 min read·May 4, 2023----
Veysel KocamaninJohn Snow LabsCan We Trust ChatGPT and LLMs in Information Retrieval Tasks ?LLMs are great productivity tool. They don’t lie, and they don’t tell the truth either. They create plausible sentence continuations, some…6 min read·Apr 21, 2023--1--1
Veysel KocamaninJohn Snow LabsPerils of Using ChatGPT in Clinical SettingsThe potential consequences of “hallucinations” or inaccuracies generated by ChatGPT can be particularly severe in clinical settings.8 min read·Apr 21, 2023----
Veysel KocamaninJohn Snow LabsLLMs taking on Medical Challenge ProblemsLarge language models (LLMs) have showcased impressive abilities in understanding and generating natural language across various fields…6 min read·Apr 21, 2023----
Veysel KocamaninJohn Snow LabsA Comprehensive Comparison of ChatGPT and Spark NLP for Healthcare in De-Identification of…Spark NLP for Healthcare De-Identification module demonstrates superior performance with a 93% accuracy rate compared to ChatGPT’s 60%…5 min read·Apr 18, 2023----
Veysel KocamaninJohn Snow LabsIn-Depth Comparison of Spark NLP for Healthcare and ChatGPT on Clinical Named Entity RecognitionSpark NLP for Healthcare NER models outperform ChatGPT by 10–45% on key medical concepts, resulting in half the errors compared to ChatGPT.5 min read·Apr 18, 2023----
Veysel KocamaninJohn Snow LabsComparing Spark NLP for Healthcare and ChatGPT in Extracting ICD10-CM Codes from Clinical NotesIn assigning ICD10-CM codes, Spark NLP for Healthcare achieved a 76% success rate, while GPT-3.5 and GPT-4 had overall accuracies of 26%…6 min read·Apr 16, 2023--3--3
Veysel KocamaninJohn Snow LabsConnecting the Dots in Clinical NLP using Relation Extraction Models in Spark NLPRelation extraction is a process of identifying and extracting relationships between named entities in a text. In the clinical domain…7 min read·Jan 18, 2023----
Veysel Kocamaninspark-nlpComparison of Key Medical NLP Benchmarks — Spark NLP vsAWS, Google Cloud and AzureTL;DR , Spark NLP for Healthcare comes with 600+ pretrained clinical pipelines & models out of the box and is consistently making 4–6x…17 min read·May 2, 2022--1--1