Ever been asked a question you only knew part of the answer to? To give a more informed response, your best move would be to phone a friend with more knowledge on the subject. This collaborative process can also help…
Today, we’re excited to announce the release of LangChain v0.3 for both Python and Javascript ecosystems. What’s changed Python All packages have been upgraded from Pydantic 1 to Pydantic 2 internally. Use of Pydantic 2 in user code is fully…
Home » Blog Table of Contents Credit Card Fraud Detection Using Spectral Clustering Understanding Anomaly Detection: Concepts, Types and Algorithms What Is Anomaly Detection? Applications of Anomaly Detection Types of Anomaly Detection Problems Point Anomalies Contextual Anomalies Collective Anomalies Algorithms…
With the emergence of LLMs, RAG (Retrieval Augmented Generation) is a new way of infusing updated knowledge into them. Starting from basic search queries to chatting with large documents, RAG has innumerable useful applications. At the moment, the deep learning…
The website histo.fyi is a database of structures of immune-system proteins called major histocompatibility complex (MHC) molecules. It includes images, data tables and amino-acid sequences, and is run by bioinformatician Chris Thorpe, who uses artificial intelligence (AI) tools called large…
We’ve talked to William Arias, Staff Developer Advocate at GitLab, about how his team built scalable pipelines to process a year’s worth of support tickets from different platforms, to better understand their community’s needs and improve the support and documentation…
Pharmacogenomic dataset Drug sensitivity data was obtained from the Cancer Therapeutic Response Portal v1 and v2 (CTRP v1/2). These datasets comprise 864 cell line responses to 481 individual compounds and 64 compound pairs across a range of concentrations. Response phenotypes…
Introduction A central question in the discussion of large language models (LLMs) concerns the extent to which they memorize their training data versus how they generalize to new tasks and settings. Most practitioners seem to (at least informally) believe that…
In this section includes the details about the dataset, clustering via feature extraction using LASSO Regression methodology and feature selection using various metaheuristic algorithms. Dataset details Our study employed an alcoholic EEG dataset from the UCI KDD archive24, a well-known…
A research team at University of Limerick has made a major discovery by designing molecules that could revolutionise computing. The researchers at UL’s Bernal Institute have discovered new ways of probing, controlling and tailoring materials at the most fundamental molecular…
Editor’s Note: This is a guest blog post by Dhruv Ateja. It covers building a full stack application that uses an agent to both query data as well as choose how to display that data. It leverages LangGraph and LangGraph…
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. NEW RESEARCH Can LLMs be Fooled? Investigating Vulnerabilities in LLMs Large language models…