Companies & labs
University of Washington
Public research university in Seattle, US
6recordsFirst record 2018Latest Oct 17, 2023
Records 6
Newest first. Open one to see it with its source.
Akari Asai et al. (University of Washington, AI2, IBM Research)
Self-RAG published
The turning point that moved retrieval from a fixed pipeline to a decision made by the model
UW, AI2 (Wang et al.)
Self-Instruct
A bootstrap in which a model creates its own training data; the starting point of the synthetic data industry
Aditya Kusupati et al. (University of Washington, Google)
Kusupati et al. present Matryoshka Representation Learning
A technique that made embedding dimensions adjustable after the fact
Jaehun Jung et al. (University of Washington, AI2)
Jung et al. present Maieutic Prompting
An early case of treating generated reasoning as something to check and to resolve conflicts in
Prompt EngineeringPaper
Vladimir Karpukhin et al. (FAIR, Princeton, University of Washington)
Karpukhin et al. present Dense Passage Retrieval
Flipped the default from sparse retrieval (BM25) to dense retrieval
Tianqi Chen et al. (University of Washington)
Chen et al. present TVM
The first practical compiler alternative to the monopoly of vendor kernel libraries. Brought the concept of automatic scheduling to the industry