Finding Dataset Shortcuts with Grammar Induction

Finding Dataset Shortcuts with Grammar Induction

20 October 2022

Alexander Wettig

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Papers citing "Finding Dataset Shortcuts with Grammar Induction"

14 / 14 papers shown

Title
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification Leon Eshuijs Shihan Wang Antske Fokkens 131 0 0 09 May 2025
KSHSeek: Data-Driven Approaches to Mitigating and Detecting Knowledge-Shortcut Hallucinations in Generative Models Zhenting Wang Zhongxin Liu Ying Li Hongyu Sun Meng Xu Yuqing Zhang HILM 96 0 0 25 Mar 2025
Leaving the barn door open for Clever Hans: Simple features predict LLM benchmark answers Lorenzo Pacchiardi Marko Tesic Lucy G. Cheke José Hernández-Orallo 89 3 0 15 Oct 2024
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP Chandra Kiran Reddy Evuru Sreyan Ghosh Sonal Kumar S. Ramaneswaran Utkarsh Tyagi Dinesh Manocha 88 11 0 30 Mar 2024
Arithmetics-Based Decomposition of Numeral Words -- Arithmetic Conditions give the Unpacking Strategy Isidor Konrad Maier Matthias Wolff 113 0 0 14 Dec 2023
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Yuhang Zhou Paiheng Xu Xiaoyu Liu Bang An Wei Ai Furong Huang LRM 185 27 0 15 Nov 2023
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions Wei Liu Aaron Courville Yoon Kim Kewei Tu 98 2 0 23 Oct 2023
Grammar Prompting for Domain-Specific Language Generation with Large Language Models Bailin Wang Zi Wang Xuezhi Wang Yuan Cao Rif A. Saurous Yoon Kim ReLM LRM 117 59 0 30 May 2023
Robust Natural Language Understanding with Residual Attention Debiasing Fei Wang James Y. Huang Tianyi Yan Wenxuan Zhou Muhao Chen 67 11 0 28 May 2023
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis Oscar Chew Hsuan-Tien Lin Kai-Wei Chang Kuan-Hao Huang 78 6 0 23 May 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance Arjun Subramonian Xingdi Yuan Hal Daumé Su Lin Blodgett 93 18 0 15 May 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 95 30 0 10 May 2023
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars Aaron Courville R. Levy Yoon Kim 58 5 0 18 Dec 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,164 0 16 Feb 2016