Companies & labs

Princeton University

Private research university in New Jersey, US

8recordsFirst record 2009Latest Jul 11, 2024

Records 8

Newest first. Open one to see it with its source.

Jay Shah et al. (Colfax, Together AI, Meta, NVIDIA, Princeton)
FlashAttention-3 published

A case showing that kernels must be rewritten for a specific generation of silicon. Quantitatively rebutted accuracy concerns about FP8 attention

Princeton (John Yang et al.)
SWE-agent

Introduced the concept of designing interfaces specifically for agents, and reached 12.5% pass@1 on SWE-bench as open source

Carlos E. Jimenez, John Yang et al. (Princeton and others)
SWE-bench released

Later became the de facto objective function for coding-agent development

Tri Dao (Princeton)
FlashAttention-2 published

Halved the practical cost of long-context training. The precondition that made 32K–128K context models economically viable

Shunyu Yao et al. (Princeton, Google DeepMind)
Tree of Thoughts published

Redefined linear CoT as a search problem

Shunyu Yao et al. (Princeton, Google Research)
Yao et al. present ReAct

The standard form of the agent loop that combines reasoning techniques with tool use. Cross-referenced with axis 3

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

Jia Deng, Li Fei-Fei et al. (Princeton University)
ImageNet: A Large-Scale Hierarchical Image Database

Released a large-scale image dataset based on the WordNet hierarchy, creating the recognition that data is the bottleneck