Search Results for author: Braden Hancock

Found 7 papers, 4 papers with code

Language Models in the Loop: Incorporating Prompting into Weak Supervision

no code implementations4 May 2022 Ryan Smith, Jason A. Fries, Braden Hancock, Stephen H. Bach

Our experimental evaluation shows that prompting large language models within a weak supervision framework can provide significant gains in accuracy.

Generating Titles for Web Tables

no code implementations30 Jun 2018 Braden Hancock, Hongrae Lee, Cong Yu

This is accomplished by extracting many text snippets that have potentially relevant information to the table, encoding them into an input sequence, and using both copy and generation mechanisms in the decoder to balance relevance and readability of the generated title.

Text Generation

Training Classifiers with Natural Language Explanations

2 code implementations ACL 2018 Braden Hancock, Paroma Varma, Stephanie Wang, Martin Bringmann, Percy Liang, Christopher Ré

Training accurate classifiers requires many labels, but each label provides only limited information (one bit for binary classification).

General Classification Relation Extraction

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