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AI Safety

2972 directly classified papers

Papers per year

Papers

Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024

SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024

PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024

Immunization against harmful fine-tuning attacks EMNLP 2024

Rater Cohesion and Quality from a Vicarious Perspective EMNLP 2024

Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing EMNLP 2024

Adversarial Math Word Problem Generation EMNLP 2024

Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024

Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024

Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration EMNLP 2024

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States EMNLP 2024

Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024

Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024

Reconfidencing LLMs from the Grouping Loss Perspective EMNLP 2024

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents EMNLP 2024

SAFETY-J: Evaluating Safety with Critique EMNLP 2024

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization EMNLP 2024

Language Agents: Foundations, Prospects, and Risks EMNLP 2024

Course-Correction: Safety Alignment Using Synthetic Preferences EMNLP 2024

RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024

SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024

Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024

Value Alignment from Unstructured Text EMNLP 2024

Proportional Representation in Metric Spaces and Low-Distortion Committee Selection AAAI 2024

Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024