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Responsible AI

2,003 papers

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Papers

Resilience of Large Language Models for Noisy Instructions EMNLP 2024
Self-Recognition in Language Models EMNLP 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024
Implicit Personalization in Language Models: A Systematic Study EMNLP 2024
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion EMNLP 2024
Cognitive Bias in Decision-Making with LLMs EMNLP 2024
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification EMNLP 2024
Pedagogical Alignment of Large Language Models EMNLP 2024
Aligners: Decoupling LLMs and Alignment EMNLP 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024
Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models EMNLP 2024
Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024
Mitigating Hallucination in Fictional Character Role-Play EMNLP 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024
Evaluating Gender Bias of LLMs in Making Morality Judgements EMNLP 2024
LLM generated responses to mitigate the impact of hate speech EMNLP 2024
Extrinsic Evaluation of Cultural Competence in Large Language Models EMNLP 2024
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models EMNLP 2024
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design EMNLP 2024
LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models EMNLP 2024
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning EMNLP 2024
Comparative Study of Explainability Methods for Legal Outcome Prediction EMNLP 2024
What is the social benefit of hate speech detection research? A Systematic Review EMNLP 2024
PG-Story: Taxonomy, Dataset, and Evaluation for Ensuring Child-Safe Content for Story Generation EMNLP 2024