conftrace_

counterfactual data

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

spurious correlation (3) text classification (3) data augmentation (2) concept bia (1) influence score (1) spurious pattern (1) concept level analysis (1) gender accuracy (1) encoding vector space (1) text augmentation (1)

Papers

Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL 2024 DISCO: Distilling Counterfactuals with Large Language Models ACL 2023 Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms ICML 2023 MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation EMNLP 2022 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022 Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation IJCAI 2022