Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes

Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes

19 April 2023

Immanuel Trummer

Christopher Ré

Papers citing "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes"

11 / 61 papers shown

Title
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 115 2,682 0 05 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 548 41,106 0 28 May 2020
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages Colin Lockard Prashant Shiralkar Xin Luna Dong Hannaneh Hajishirzi 36 55 0 14 May 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y. Fu Mayee F. Chen Frederic Sala Sarah Hooper Kayvon Fatahalian Christopher Ré OffRL 62 112 0 27 Feb 2020
Learning Dependency Structures for Weak Supervision Models P. Varma Frederic Sala A. He Alexander Ratner Christopher Ré NoLa 72 67 0 14 Mar 2019
A Survey on Open Information Extraction C. Niklaus Matthias Cetto André Freitas Siegfried Handschuh 54 180 0 14 Jun 2018
Neural Open Information Extraction Lei Cui Furu Wei M. Zhou 42 157 0 11 May 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 69 1,021 0 28 Nov 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 108 2,003 0 31 Mar 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 186 8,067 0 16 Jun 2016
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 123 290 0 03 Feb 2015