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Responsible AI

2,003 papers

Papers per year

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Papers

Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024
Reformatted Alignment EMNLP 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models EMNLP 2024
PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models EMNLP 2024
Can AI Relate: Testing Large Language Model Response for Mental Health Support EMNLP 2024
Privacy Evaluation Benchmarks for NLP Models EMNLP 2024
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024
Zero-Resource Hallucination Prevention for Large Language Models EMNLP 2024
Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024
Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models EMNLP 2024
Recent Advances in Online Hate Speech Moderation: Multimodality and the Role of Large Models EMNLP 2024
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024
Rater Cohesion and Quality from a Vicarious Perspective EMNLP 2024
Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts EMNLP 2024
Evaluating Biases in Context-Dependent Sexual and Reproductive Health Questions EMNLP 2024
Irrelevant Alternatives Bias Large Language Model Hiring Decisions EMNLP 2024
A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024
On Diversified Preferences of Large Language Model Alignment EMNLP 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions EMNLP 2024
A Survey on Detection of LLMs-Generated Content EMNLP 2024
Can LLM be a Personalized Judge? EMNLP 2024
Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024
Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024