Feature-Level Debiased Natural Language Understanding

Feature-Level Debiased Natural Language Understanding

11 December 2022

Maarten de Rijke

Papers citing "Feature-Level Debiased Natural Language Understanding"

12 / 12 papers shown

Title
DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models Zihao Li Ruixiang Tang Lu Cheng S. Wang Dawei Yin Mengnan Du 68 0 0 25 Feb 2025
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 55 6 0 10 Oct 2024
Cognitive Biases in Large Language Models for News Recommendation Yougang Lyu Xiaoyu Zhang Zhaochun Ren Maarten de Rijke 18 2 0 03 Oct 2024
Navigate Beyond Shortcuts: Debiased Learning through the Lens of Neural Collapse Yining Wang Junjie Sun Chenyue Wang Mi Zhang Min Yang 19 5 0 09 May 2024
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education Zijie Zeng Lele Sha Yuheng Li Kaixun Yang D. Gašević Guanliang Chen DeLMO 14 4 0 23 Jul 2023
A Simple yet Effective Self-Debiasing Framework for Transformer Models Xiaoyue Wang Lijie Wang Xin Liu Suhang Wu Jinsong Su Huasen Wu 21 3 0 02 Jun 2023
Robust Natural Language Understanding with Residual Attention Debiasing Fei Wang James Y. Huang Tianyi Yan Wenxuan Zhou Muhao Chen 19 10 0 28 May 2023
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE Qin Liu Fei Wang Chaowei Xiao Muhao Chen AAML 16 21 0 24 May 2023
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier Linyang Li Demin Song Ruotian Ma Xipeng Qiu Xuanjing Huang 24 21 0 06 Oct 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 56 35 0 09 Sep 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible Michael J. Mendelson Yonatan Belinkov 36 23 0 09 Sep 2021
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 122 77 0 15 Jul 2021