Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Ang, Zhao, Jingqian, Liang, Bin, Gui, Lin, Wang, Hui, Zeng, Xi, Liang, Xingwei, Wong, Kam-Fai, Xu, Ruifeng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-modal Stance Detection: New Datasets and Model
by: Liang, Bin, et al.
Published: (2024)
by: Liang, Bin, et al.
Published: (2024)
WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation
by: Zhao, Zhengyi, et al.
Published: (2025)
by: Zhao, Zhengyi, et al.
Published: (2025)
OSPC: Detecting Harmful Memes with Large Language Model as a Catalyst
by: Cao, Jingtao, et al.
Published: (2024)
by: Cao, Jingtao, et al.
Published: (2024)
Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration
by: Sermsri, Kasidit, et al.
Published: (2025)
by: Sermsri, Kasidit, et al.
Published: (2025)
Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection
by: Zhang, Jiarui, et al.
Published: (2024)
by: Zhang, Jiarui, et al.
Published: (2024)
Towards Real-World Stickers Use: A New Dataset for Multi-Tag Sticker Recognition
by: Wang, Bingbing, et al.
Published: (2024)
by: Wang, Bingbing, et al.
Published: (2024)
IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators
by: Lin, Luyang, et al.
Published: (2024)
by: Lin, Luyang, et al.
Published: (2024)
COPR: Continual Human Preference Learning via Optimal Policy Regularization
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, et al.
Published: (2024)
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
by: Wang, Rui, et al.
Published: (2023)
by: Wang, Rui, et al.
Published: (2023)
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
by: Du, Yiming, et al.
Published: (2025)
by: Du, Yiming, et al.
Published: (2025)
PEARL: Towards Permutation-Resilient LLMs
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
Counterspeech for Mitigating the Influence of Media Bias: Comparing Human and LLM-Generated Responses
by: Lin, Luyang, et al.
Published: (2025)
by: Lin, Luyang, et al.
Published: (2025)
Chain of Stance: Stance Detection with Large Language Models
by: Ma, Junxia, et al.
Published: (2024)
by: Ma, Junxia, et al.
Published: (2024)
MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
by: Wang, Bingbing, et al.
Published: (2025)
by: Wang, Bingbing, et al.
Published: (2025)
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
by: Wang, Rui, et al.
Published: (2024)
by: Wang, Rui, et al.
Published: (2024)
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs
by: Fang, Yi, et al.
Published: (2024)
by: Fang, Yi, et al.
Published: (2024)
Reply with Sticker: New Dataset and Model for Sticker Retrieval
by: Liang, Bin, et al.
Published: (2024)
by: Liang, Bin, et al.
Published: (2024)
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
by: Du, Yiming, et al.
Published: (2025)
by: Du, Yiming, et al.
Published: (2025)
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)
by: Xue, Boyang, et al.
Published: (2024)
FReM: A Flexible Reasoning Mechanism for Balancing Quick and Slow Thinking in Long-Context Question Answering
by: Zhao, Zhengyi, et al.
Published: (2025)
by: Zhao, Zhengyi, et al.
Published: (2025)
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
by: Zhang, Jiayi, et al.
Published: (2025)
by: Zhang, Jiayi, et al.
Published: (2025)
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception
by: Lin, Luyang, et al.
Published: (2024)
by: Lin, Luyang, et al.
Published: (2024)
The Empowerment of Science of Science by Large Language Models: New Tools and Methods
by: Liang, Guoqiang, et al.
Published: (2025)
by: Liang, Guoqiang, et al.
Published: (2025)
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation
by: Zhao, Jingqian, et al.
Published: (2025)
by: Zhao, Jingqian, et al.
Published: (2025)
Self-Blinding and Counterfactual Self-Simulation Mitigate Biases and Sycophancy in Large Language Models
by: Christian, Brian, et al.
Published: (2026)
by: Christian, Brian, et al.
Published: (2026)
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)
by: Xue, Boyang, et al.
Published: (2024)
Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
by: Li, Miaomiao, et al.
Published: (2025)
by: Li, Miaomiao, et al.
Published: (2025)
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples
by: Howard, Phillip, et al.
Published: (2023)
by: Howard, Phillip, et al.
Published: (2023)
Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models
by: Wang, Lingzhi, et al.
Published: (2024)
by: Wang, Lingzhi, et al.
Published: (2024)
Correcting Large Language Model Behavior via Influence Function
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, et al.
Published: (2024)
MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection
by: Lu, Weihai, et al.
Published: (2026)
by: Lu, Weihai, et al.
Published: (2026)
Predicting User Stances from Target-Agnostic Information using Large Language Models
by: Loh, Siyuan Brandon, et al.
Published: (2024)
by: Loh, Siyuan Brandon, et al.
Published: (2024)
Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
Counterfactual Probing for Hallucination Detection and Mitigation in Large Language Models
by: Feng, Yijun
Published: (2025)
by: Feng, Yijun
Published: (2025)
A Comprehensive Evaluation on Event Reasoning of Large Language Models
by: Tao, Zhengwei, et al.
Published: (2024)
by: Tao, Zhengwei, et al.
Published: (2024)
Nonlinear optical analogues of quantum phase transitions in a squeezing-enhanced LMG model
by: Kam, Chon-Fai
Published: (2025)
by: Kam, Chon-Fai
Published: (2025)
Majorana Constellations: A Geometric Lens on Multipartite Entanglement and Geometric Phases
by: Kam, Chon-Fai
Published: (2026)
by: Kam, Chon-Fai
Published: (2026)
Three-Axis Spin Squeezed States Associated with Excited-State Quantum Phase Transitions
by: Kam, Chon-Fai
Published: (2025)
by: Kam, Chon-Fai
Published: (2025)
Nonlinear optical realization of non-integrable phases accompanying quantum phase transitions
by: Kam, Chon-Fai
Published: (2025)
by: Kam, Chon-Fai
Published: (2025)
Similar Items
-
Multi-modal Stance Detection: New Datasets and Model
by: Liang, Bin, et al.
Published: (2024) -
WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation
by: Zhao, Zhengyi, et al.
Published: (2025) -
OSPC: Detecting Harmful Memes with Large Language Model as a Catalyst
by: Cao, Jingtao, et al.
Published: (2024) -
Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration
by: Sermsri, Kasidit, et al.
Published: (2025) -
Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection
by: Zhang, Jiarui, et al.
Published: (2024)