Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Tool
Discrete Attn Transformer
Implementation of Discrete Attn Transformer. Includes from scratch training of transformer for Templatic Generation Tasks (dataset available at: https://huggingface.co/datasets/rfernand/templatic_generation_tasks), along with code to evaluate LLMs on same dataset. See our paper: “Mechanisms of Symbol Processing…
Microsoft Research Blog
Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency
GraphRAG leverages semantic structuring of data to generate responses to complex user queries. A collaboration with Uncharted expands the frontiers of this technology, developing a new approach to processing local queries: DRIFT search.
Tool
Structured Entity Extraction
Structured Entity Extraction and the Approximate Entity Set OverlaP (AESOP) metric are designed to appropriately assess model performance.