conftrace_

bias analysis

36 papers

Explore in graph

Co-occurring keywords

large language model (13587) bias detection (419) gender bia (435) hate speech detection (723) intersectional bia (26) causal inference (1630) word embedding (1764) social bia (210) demographic bia (112) vision language model (767)

Papers

Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition WACV 2026
When Do Language Models Endorse Limitations on Human Rights Principles? EACL 2026
Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025
A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025
What the #?*!: Disentangling Hate Across Target Identities NAACL 2025
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025
An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024
Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024
Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems INTERSPEECH 2024
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NIPS 2024
Cautionary Tales on Synthetic Controls in Survival Analyses CLEAR 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees ICML 2023
Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US EMNLP 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023
WikiBio: a Semantic Resource for the Intersectional Analysis of Biographical Events ACL 2023
Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes NAACL 2022