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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

CM3: A Causal Masked Multimodal Model of the Internet


Jan 19, 2022
Armen Aghajanyan , Bernie Huang , Candace Ross , Vladimir Karpukhin , Hu Xu , Naman Goyal , Dmytro Okhonko , Mandar Joshi , Gargi Ghosh , Mike Lewis , Luke Zettlemoyer


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus


Dec 18, 2021
Aleksandra Piktus , Fabio Petroni , Vladimir Karpukhin , Dmytro Okhonko , Samuel Broscheit , Gautier Izacard , Patrick Lewis , Barlas Oğuz , Edouard Grave , Wen-tau Yih , Sebastian Riedel


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Discourse-Aware Prompt Design for Text Generation


Dec 10, 2021
Marjan Ghazvininejad , Vladimir Karpukhin , Asli Celikyilmaz


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Domain-matched Pre-training Tasks for Dense Retrieval


Jul 28, 2021
Barlas Oğuz , Kushal Lakhotia , Anchit Gupta , Patrick Lewis , Vladimir Karpukhin , Aleksandra Piktus , Xilun Chen , Sebastian Riedel , Wen-tau Yih , Sonal Gupta , Yashar Mehdad


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned


Jan 01, 2021
Sewon Min , Jordan Boyd-Graber , Chris Alberti , Danqi Chen , Eunsol Choi , Michael Collins , Kelvin Guu , Hannaneh Hajishirzi , Kenton Lee , Jennimaria Palomaki , Colin Raffel , Adam Roberts , Tom Kwiatkowski , Patrick Lewis , Yuxiang Wu , Heinrich Küttler , Linqing Liu , Pasquale Minervini , Pontus Stenetorp , Sebastian Riedel , Sohee Yang , Minjoon Seo , Gautier Izacard , Fabio Petroni , Lucas Hosseini , Nicola De Cao , Edouard Grave , Ikuya Yamada , Sonse Shimaoka , Masatoshi Suzuki , Shumpei Miyawaki , Shun Sato , Ryo Takahashi , Jun Suzuki , Martin Fajcik , Martin Docekal , Karel Ondrej , Pavel Smrz , Hao Cheng , Yelong Shen , Xiaodong Liu , Pengcheng He , Weizhu Chen , Jianfeng Gao , Barlas Oguz , Xilun Chen , Vladimir Karpukhin , Stan Peshterliev , Dmytro Okhonko , Michael Schlichtkrull , Sonal Gupta , Yashar Mehdad , Wen-tau Yih

* 26 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Multi-task Retrieval for Knowledge-Intensive Tasks


Jan 01, 2021
Jean Maillard , Vladimir Karpukhin , Fabio Petroni , Wen-tau Yih , Barlas Oğuz , Veselin Stoyanov , Gargi Ghosh


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Joint Verification and Reranking for Open Fact Checking Over Tables


Dec 30, 2020
Michael Schlichtkrull , Vladimir Karpukhin , Barlas Oğuz , Mike Lewis , Wen-tau Yih , Sebastian Riedel


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Unified Open-Domain Question Answering with Structured and Unstructured Knowledge


Dec 29, 2020
Barlas Oguz , Xilun Chen , Vladimir Karpukhin , Stan Peshterliev , Dmytro Okhonko , Michael Schlichtkrull , Sonal Gupta , Yashar Mehdad , Scott Yih


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks


May 22, 2020
Patrick Lewis , Ethan Perez , Aleksandara Piktus , Fabio Petroni , Vladimir Karpukhin , Naman Goyal , Heinrich Küttler , Mike Lewis , Wen-tau Yih , Tim Rocktäschel , Sebastian Riedel , Douwe Kiela


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Dense Passage Retrieval for Open-Domain Question Answering


May 02, 2020
Vladimir Karpukhin , Barlas Oğuz , 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

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>