Platform to assess applications to access sensitive data. Safe person? Correct data for correct project?
youtu.be/BbT_3qyeDM0?si… https://t.co/6XZNGLCcJ6
While they are effective in understanding and generating natural language, they have limitations such as producing incorrect responses, known as the hallucination effect. This can lead to potential risks in clinical settings, especially in areas like imaging appropriateness
Large language models (LLMs) like ChatGPT, developed by OpenAI, have shown success in various tasks due to their advanced architecture and training mechanisms.
#aigraphpubs.rsna.org/doi/10.1148/ra…
Transformers, introduced in 2017, are a pivotal architecture for LLMs, designed around the concept of attention, which helps process longer text sequences efficiently
developers.google.com/machine-learni…#LLM#NLP
Google Bard will destroy ChatGPT because it’s a long-term game, and Google has the upper hand in terms of market dominance. ChatGPT has a better product, but that doesn’t mean they’ll win the long race.
#aigraphmedium.com/@alanany/the-c…
Engineers can now test models without worrying about privacy concerns since generative AI can produce large amounts of synthetic data that mirrors real-world information
#aigraphtowardsdatascience.com/5-generative-a…
Large language models have found applications in a wide range of fields, transforming the way we interact with technology and enabling new possibilities, including NLP, Chatbots and virtual assistants, automation, Language translation, etc.
#aigraphindatalabs.com/blog/large-lan…
Dimensionality reduction results in fewer input variables which allows for a simpler predictive model that may have better performance when making predictions on new data.
#aigraphmachinelearningmastery.com/linear-discrim…
The output of the OCR process is a text that contains typos, recognition mistakes, non-text symbols, and other inaccuracies.
Another challenge that machine learning engineers face is what to define as a word like Chinese, Japanese, or Arabic.
#aigraphindatalabs.com/blog/nlp-chall…
LLMs cannot understand written text directly, so Sentence Embedding is carried out. Thanks to the large dimension of the vector created by embedding, small variations in the data can be seen with greater precision.
#aigraphtowardsdatascience.com/mastering-cust…
LLMs have many specific types.
Autoregressive language models, Transformer-based models, Encoder-decoder models, Pre-trained and fine-tuned models, Multilingual models, and Hybrid models. For instance, LLaMa2 we are using is transformer-based.
#aigraphspiceworks.com/tech/artificia…
140 Followers 1K FollowingScientist @PNNLab 👩🏼🔬 Multi-Omics Research 👩💻 Man Cityzen 🦈⚽️ Lover of Stratovolcanoes 🌋 Omics Champion @FAIRsharing_org | opinions my own
2K Followers 3K FollowingWe build #KnowledgeGraph management solutions and lead the way to data-driven Web applications.
LinkedDataHub: https://t.co/pGlS0zCpEu
732 Followers 3K FollowingORCID Engagement Manager, Outreach & Partnerships. Likes to laugh, strong supporter of women in sports and missing Carrie Fisher. Tweets are my own.
70 Followers 489 FollowingData Librarian - Documentaliste, nouvellement spécialisée en données de la recherche - #OpenScience #OpenData (j'ai piqué ma pp à @datactivi_st)
218 Followers 252 FollowingIReL Open Scholarship Officer: Project Manager for the NORF-funded National Open Access Monitor Project, Lead for the Irish ORCID & DataCite Consortia
131 Followers 185 FollowingCoordinated Access for Data, Research and Environments - A Five Safes Implementation Framework for Sensitive Data in Humanities, Arts, and Social Sciences (AU)
384 Followers 369 Following5th International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K) co-located @iswc_conf 2025 in Nara, Japan
377 Followers 184 Following1st Workshop on Scientific Knowledge Graphs (#SKG2020) at @TPDL2020
This account is not very active lately. Please follow @scik_workshop
3K Followers 340 FollowingWe research and create new technologies to improve the way knowledge is conveyed and used. We want to improve how science is communicated.
6K Followers 4K FollowingI’m not really present here anymore. What made Twitter great back in the day was the people, the community. Find me over in the fedi: @[email protected]
2K Followers 927 FollowingVIVO is a member-supported #opensource software and an #ontology for representing scholarship. #research #openaccess #openscience #semantics #community
593 Followers 1K FollowingPersonal acct @CUBoulder faculty info program manager. Past lead @VIVOCollab @AgileDenver. Pro democracy, dialogue, libraries, science, data access & literacy.
131 Followers 185 FollowingCoordinated Access for Data, Research and Environments - A Five Safes Implementation Framework for Sensitive Data in Humanities, Arts, and Social Sciences (AU)