Few-shot Adaptation Works with UnpredicTable Data

Few-shot Adaptation Works with UnpredicTable Data

1 August 2022

Jérémy Scheurer

Papers citing "Few-shot Adaptation Works with UnpredicTable Data"

16 / 16 papers shown

Title
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Bhumika Gupta Pralaypati Ta Keerthi Ram M. Sivaprakasam AI4MH 36 0 0 23 Jan 2025
InstructExcel: A Benchmark for Natural Language Instruction in Excel Justin Payan Swaroop Mishra Mukul Singh Carina Negreanu Christian Poelitz Chitta Baral Subhro Roy Rasika Chakravarthy Benjamin Van Durme E. Nouri LMTD ELM 28 10 0 23 Oct 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 21 11 0 22 May 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 22 79 0 07 Feb 2023
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 11 25 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 311 11,915 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,656 0 15 Oct 2021
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 231 156 0 15 Oct 2021
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Patrick Huber Armen Aghajanyan Barlas Oğuz Dmytro Okhonko Wen-tau Yih Sonal Gupta Xilun Chen 32 15 0 14 Oct 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 175 53 0 15 Jul 2021
FLEX: Unifying Evaluation for Few-Shot NLP Jonathan Bragg Arman Cohan Kyle Lo Iz Beltagy 199 104 0 15 Jul 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 179 0 18 Apr 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 277 1,120 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 216 249 0 19 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 413 2,584 0 03 Sep 2019