Retrieval-Enhanced Machine Learning

Author:

Zamani Hamed1,Diaz Fernando2,Dehghani Mostafa3,Metzler Donald4,Bendersky Michael4

Affiliation:

1. University of Massachusetts Amherst, Amherst, MA, USA

2. Google Research, Montréal, PQ, Canada

3. Google Research, Amsterdam, Netherlands

4. Google Research, Mountain View, CA, USA

Publisher

ACM

Reference75 articles.

1. Tip of the Tongue Known-Item Retrieval

2. Local Feedback in Full-Text Retrieval Systems

3. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014).

4. On the Dangers of Stochastic Parrots

5. Sebastian Borgeaud Arthur Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford Katie Millican George van den Driessche Jean-Baptiste Lespiau Bogdan Damoc Aidan Clark Diego de Las Casas Aurelia Guy Jacob Menick Roman Ring Tom Hennigan Saffron Huang Loren Maggiore Chris Jones Albin Cassirer Andy Brock Michela Paganini Geoffrey Irving Oriol Vinyals Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen and Laurent Sifre. 2021. Improving language models by retrieving from trillions of tokens. arxiv: cs.CL/2112.04426 Sebastian Borgeaud Arthur Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford Katie Millican George van den Driessche Jean-Baptiste Lespiau Bogdan Damoc Aidan Clark Diego de Las Casas Aurelia Guy Jacob Menick Roman Ring Tom Hennigan Saffron Huang Loren Maggiore Chris Jones Albin Cassirer Andy Brock Michela Paganini Geoffrey Irving Oriol Vinyals Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen and Laurent Sifre. 2021. Improving language models by retrieving from trillions of tokens. arxiv: cs.CL/2112.04426

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