Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Ońüuz


  Access Paper or Ask Questions

KILT: a Benchmark for Knowledge Intensive Language Tasks

Sep 04, 2020
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel


  Access Paper or Ask Questions

Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets

Aug 06, 2020
Patrick Lewis, Pontus Stenetorp, Sebastian Riedel


  Access Paper or Ask Questions

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

May 22, 2020
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K√ľttler, Mike Lewis, Wen-tau Yih, Tim Rockt√§schel, Sebastian Riedel, Douwe Kiela


  Access Paper or Ask Questions

How Context Affects Language Models' Factual Predictions

May 10, 2020
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at AKBC 2020 

  Access Paper or Ask Questions

Dense Passage Retrieval for Open-Domain Question Answering

May 02, 2020
Vladimir Karpukhin, Barlas Ońüuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih

* corrected typos in Table 3; add a paragraph in Sec. 6.2 

  Access Paper or Ask Questions

Unsupervised Question Decomposition for Question Answering

Feb 22, 2020
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela


  Access Paper or Ask Questions

MLQA: Evaluating Cross-lingual Extractive Question Answering

Nov 07, 2019
Patrick Lewis, Barlas Ońüuz, Ruty Rinott, Sebastian Riedel, Holger Schwenk


  Access Paper or Ask Questions

Language Models as Knowledge Bases?

Sep 04, 2019
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at EMNLP 2019 

  Access Paper or Ask Questions

Unsupervised Question Answering by Cloze Translation

Jun 27, 2019
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel

* To appear in ACL 2019 

  Access Paper or Ask Questions

Interpretation of Natural Language Rules in Conversational Machine Reading

Aug 28, 2018
Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel

* EMNLP 2018 

  Access Paper or Ask Questions