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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities

Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang

Proceedings of the 3rd Workshop on Advances in Language and Vision Research (ALVR) at ACL’2024 | May 2024

Video

AI For All: Embracing Equity for All

April 29, 2024 | Dr. Jacki O’Neill, Dr. Lavri Labi, Stanslaus Mwongela, Dr. Girmaw Abebe Tadesse, Dr. Kalika Bali, Millicent Ochieng, Dr. John Wamburu, Dr. William Ogallo, Maxamed Ahmed, Dr. Gilles Hacheme, and Samuel Maina

This grand seminar was hosted by Microsoft Research Africa, Nairobi together with the Microsoft AI for Good team in April 2024. It was the second in their grand seminars which brought together people from academia,…

03:07:51

Publication

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, Xue‐Chao Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo GHOSH, Xuchao Zhang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang

EuroSys’24 | April 2024

Publication

FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation

Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong

April 2024

Tool

Open datasheets framework

This framework aims to assist in the documentation of datasets to promote transparency and help dataset creators and consumers make informed decisions. You can read more about it in our paper: Open Datasheets: Machine-readable Documentation for…

GitHub Publication

Video

Demonstration of EmFORE: Learning Email Folder Classification Rules by Example (AAAI 2024 Demo)

April 11, 2024 | Mukul Singh

Demonstration of EmFORE: Learning Email Folder Classification Rules by Example (AAAI 2024 Demo)

04:25

Publication

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas

ArXiv | April 2024

Project Project

Publication

The CLeAR Documentation Framework for AI Transparency: Recommendations for Practitioners & Context for Policymakers

Kasia Chmielinski, Sarah Newman, Chris N. Kranzinger, Michael Hind, Jennifer Wortman Vaughan, Margaret Mitchell, Julia Stoyanovich, Angelina McMillan-Major, Emily McReynolds, Kathleen Esfahany, Mary L. Gray, Audrey Chang, Maui Hudson

April 2024

Project

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence – Demo Track | March 2024, pp. 23835-23837

Video

Tool

Garnet

Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. Garnet can work with existing Redis clients.

GitHub

Data platforms and analytics

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