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Impact of Pretraining Term Frequencies on Few-Shot Reasoning


Feb 15, 2022
Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh


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FRUIT: Faithfully Reflecting Updated Information in Text


Dec 16, 2021
Robert L. Logan IV, Alexandre Passos, Sameer Singh, Ming-Wei Chang

* v1.0 

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Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models


Jul 01, 2021
Robert L. Logan IV, Ivana Balažević, Eric Wallace, Fabio Petroni, Sameer Singh, Sebastian Riedel


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AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts


Nov 07, 2020
Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, Eric Wallace, Sameer Singh

* v2: Fixed error in Figure 2 

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Active Bayesian Assessment for Black-Box Classifiers


Feb 16, 2020
Disi Ji, Robert L. Logan IV, Padhraic Smyth, Mark Steyvers


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Knowledge Enhanced Contextual Word Representations


Sep 09, 2019
Matthew E. Peters, Mark Neumann, Robert L. Logan IV, Roy Schwartz, Vidur Joshi, Sameer Singh, Noah A. Smith

* EMNLP 2019 

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Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling


Jun 20, 2019
Robert L. Logan IV, Nelson F. Liu, Matthew E. Peters, Matt Gardner, Sameer Singh


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PoMo: Generating Entity-Specific Post-Modifiers in Context


Apr 08, 2019
Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian

* NAACL-HLT 2019 

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