Capturing Bias Diversity in LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Gosavi, Purva Prasad, Kulkarni, Vaishnavi Murlidhar, Smeaton, Alan F. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Review of Multi-Modal Large Language and Vision Models
by: Carolan, Kilian, et al.
Published: (2024)
by: Carolan, Kilian, et al.
Published: (2024)
Can LLMs Capture Human Preferences?
by: Goli, Ali, et al.
Published: (2023)
by: Goli, Ali, et al.
Published: (2023)
Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
by: Padmakumar, Vishakh, et al.
Published: (2024)
by: Padmakumar, Vishakh, et al.
Published: (2024)
Towards a resource for multilingual lexicons: an MT assisted and human-in-the-loop multilingual parallel corpus with multi-word expression annotation
by: Han, Lifeng, et al.
Published: (2020)
by: Han, Lifeng, et al.
Published: (2020)
Cognitive Bias in Decision-Making with LLMs
by: Echterhoff, Jessica, et al.
Published: (2024)
by: Echterhoff, Jessica, et al.
Published: (2024)
Implicit Bias in LLMs: A Survey
by: Lin, Xinru, et al.
Published: (2025)
by: Lin, Xinru, et al.
Published: (2025)
Mechanics of Bias and Reasoning: Interpreting the Impact of Chain-of-Thought Prompting on Gender Bias in LLMs
by: Pearman, Edie, et al.
Published: (2026)
by: Pearman, Edie, et al.
Published: (2026)
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs
by: Fayyaz, Hamed, et al.
Published: (2024)
by: Fayyaz, Hamed, et al.
Published: (2024)
Steering Towards Fairness: Mitigating Political Bias in LLMs
by: Nadeem, Afrozah, et al.
Published: (2025)
by: Nadeem, Afrozah, et al.
Published: (2025)
Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective
by: Chandna, Bhavik, et al.
Published: (2025)
by: Chandna, Bhavik, et al.
Published: (2025)
UniToMBench: Integrating Perspective-Taking to Improve Theory of Mind in LLMs
by: Thiyagarajan, Prameshwar, et al.
Published: (2025)
by: Thiyagarajan, Prameshwar, et al.
Published: (2025)
IndoBias: A Dual Track Culturally Grounded Benchmark for LLMs Bias Evaluation in Indonesian Languages
by: Hanif, Ikhlasul Akmal, et al.
Published: (2026)
by: Hanif, Ikhlasul Akmal, et al.
Published: (2026)
A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
by: Alabdulmohsin, Ibrahim, et al.
Published: (2025)
by: Alabdulmohsin, Ibrahim, et al.
Published: (2025)
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
by: Li, Zizhen, et al.
Published: (2025)
by: Li, Zizhen, et al.
Published: (2025)
Laying Anchors: Semantically Priming Numerals in Language Modeling
by: Sharma, Mandar, et al.
Published: (2024)
by: Sharma, Mandar, et al.
Published: (2024)
User-Assistant Bias in LLMs
by: Pan, Xu, et al.
Published: (2025)
by: Pan, Xu, et al.
Published: (2025)
Bias in the Mirror: Are LLMs opinions robust to their own adversarial attacks ?
by: Rennard, Virgile, et al.
Published: (2024)
by: Rennard, Virgile, et al.
Published: (2024)
Analysing Moral Bias in Finetuned LLMs through Mechanistic Interpretability
by: Raimondi, Bianca, et al.
Published: (2025)
by: Raimondi, Bianca, et al.
Published: (2025)
Framing Political Bias in Multilingual LLMs Across Pakistani Languages
by: Nadeem, Afrozah, et al.
Published: (2025)
by: Nadeem, Afrozah, et al.
Published: (2025)
Reasoning Isn't Enough: Examining Truth-Bias and Sycophancy in LLMs
by: Barkett, Emilio, et al.
Published: (2025)
by: Barkett, Emilio, et al.
Published: (2025)
A Scalable Entity-Based Framework for Auditing Bias in LLMs
by: Elbouanani, Akram, et al.
Published: (2026)
by: Elbouanani, Akram, et al.
Published: (2026)
Diversity of Thought Improves Reasoning Abilities of LLMs
by: Naik, Ranjita, et al.
Published: (2023)
by: Naik, Ranjita, et al.
Published: (2023)
Equilibrium Dynamics and Mitigation of Gender Bias in Synthetically Generated Data
by: Kattamuri, Ashish, et al.
Published: (2025)
by: Kattamuri, Ashish, et al.
Published: (2025)
Relative Bias: A Comparative Framework for Quantifying Bias in LLMs
by: Arbabi, Alireza, et al.
Published: (2025)
by: Arbabi, Alireza, et al.
Published: (2025)
Political Bias in LLMs: Unaligned Moral Values in Agent-centric Simulations
by: Münker, Simon
Published: (2024)
by: Münker, Simon
Published: (2024)
Analyzing Political Bias in LLMs via Target-Oriented Sentiment Classification
by: Elbouanani, Akram, et al.
Published: (2025)
by: Elbouanani, Akram, et al.
Published: (2025)
Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training
by: Kumar, Rajeev, et al.
Published: (2025)
by: Kumar, Rajeev, et al.
Published: (2025)
Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations
by: Wu, Yihao, et al.
Published: (2025)
by: Wu, Yihao, et al.
Published: (2025)
Bias Beyond Borders: Political Ideology Evaluation and Steering in Multilingual LLMs
by: Nadeem, Afrozah, et al.
Published: (2026)
by: Nadeem, Afrozah, et al.
Published: (2026)
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment
by: Peña, Alejandro, et al.
Published: (2025)
by: Peña, Alejandro, et al.
Published: (2025)
When LLMs Benchmark Themselves: Deconstructing Self-Bias in Automated Evaluation
by: Xu, Wenda, et al.
Published: (2025)
by: Xu, Wenda, et al.
Published: (2025)
Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach
by: Ko, Changgeon, et al.
Published: (2024)
by: Ko, Changgeon, et al.
Published: (2024)
Perceived Political Bias in LLMs Reduces Persuasive Abilities
by: DiGiuseppe, Matthew, et al.
Published: (2026)
by: DiGiuseppe, Matthew, et al.
Published: (2026)
EtiCor++: Towards Understanding Etiquettical Bias in LLMs
by: Dwivedi, Ashutosh, et al.
Published: (2025)
by: Dwivedi, Ashutosh, et al.
Published: (2025)
Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives
by: Wang, Yu, et al.
Published: (2026)
by: Wang, Yu, et al.
Published: (2026)
The Impact of Inference Acceleration on Bias of LLMs
by: Kirsten, Elisabeth, et al.
Published: (2024)
by: Kirsten, Elisabeth, et al.
Published: (2024)
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
by: Tian, Runchu, et al.
Published: (2024)
by: Tian, Runchu, et al.
Published: (2024)
CEA-LIST at CheckThat! 2025: Evaluating LLMs as Detectors of Bias and Opinion in Text
by: Elbouanani, Akram, et al.
Published: (2025)
by: Elbouanani, Akram, et al.
Published: (2025)
Common Sense vs. Morality: The Curious Case of Narrative Focus Bias in LLMs
by: Purkayastha, Saugata, et al.
Published: (2026)
by: Purkayastha, Saugata, et al.
Published: (2026)
From Oracle to Noisy Context: Mitigating Contextual Exposure Bias in Speech-LLMs
by: Guo, Xiaoyong, et al.
Published: (2026)
by: Guo, Xiaoyong, et al.
Published: (2026)
Similar Items
-
A Review of Multi-Modal Large Language and Vision Models
by: Carolan, Kilian, et al.
Published: (2024) -
Can LLMs Capture Human Preferences?
by: Goli, Ali, et al.
Published: (2023) -
Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
by: Padmakumar, Vishakh, et al.
Published: (2024) -
Towards a resource for multilingual lexicons: an MT assisted and human-in-the-loop multilingual parallel corpus with multi-word expression annotation
by: Han, Lifeng, et al.
Published: (2020) -
Cognitive Bias in Decision-Making with LLMs
by: Echterhoff, Jessica, et al.
Published: (2024)