Companies & labs
FAIR
Meta's (formerly Facebook's) fundamental AI research lab
5recordsFirst record 2016Latest May 22, 2020
Records 5
Newest first. Open one to see it with its source.
FAIR, UCL, NYU (Lewis et al.)
FAIR, UCL and NYU publish the original RAG paper
The canonical text of retrieval-augmented generation, combining parametric and non-parametric memory
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
Jonas Gehring et al. (Facebook AI Research)
Convolutional Sequence to Sequence Learning (ConvS2S) released on arXiv
Performed translation with convolutions alone, showing the race to move beyond recurrence just before the Transformer
Jeff Johnson, Matthijs Douze, Hervé Jégou (FAIR)
FAIR presents FAISS
The library that brought large-scale vector search into the realm of practical use
Facebook AI Research (Soumith Chintala et al.)
Facebook AI Research first releases PyTorch
With imperative execution, began to change the framework landscape in the research community