Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models

11 May 2023

Papers citing "Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models"

7 / 7 papers shown

Title
Attend or Perish: Benchmarking Attention in Algorithmic Reasoning Michal Spiegel Michal Štefánik Marek Kadlcík Josef Kuchař 37 0 0 28 Feb 2025
Concept-aware Data Construction Improves In-context Learning of Language Models Michal Štefánik Marek Kadlcík Petr Sojka 54 0 0 08 Mar 2024
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers Mosh Levy Shauli Ravfogel Yoav Goldberg 40 5 0 24 Oct 2023
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 1,657 0 15 Oct 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 223 367 0 15 Oct 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap Kazutoshi Shinoda Saku Sugawara Akiko Aizawa 26 13 0 23 Sep 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019