AI Safety

Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration EMNLP 2024 Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting NAACL 2024 Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach NeurIPS 2024 Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models NAACL 2024 Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees AAAI 2024 ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models NeurIPS 2024 Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024 Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples ICML 2024 Evaluating AI Red Teaming’s Readiness to Address Environmental Harms: A Thematic Analysis of LLM Discourse AAAI 2024 Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024 Evaluating Psychological Safety of Large Language Models EMNLP 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024 Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NeurIPS 2024 Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NeurIPS 2024 Expert-level protocol translation for self-driving labs NeurIPS 2024 Experts Don’t Cheat: Learning What You Don’t Know By Predicting Pairs ICML 2024 Exploiting Class Probabilities for Black-box Sentence-level Attacks EACL 2024 Exploring Adversarial Robustness of Vision Transformers in the Spectral Perspective WACV 2024 Exploring Channel-Aware Typical Features for Out-of-Distribution Detection AAAI 2024 Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024 Exploring Under Constraints with Model-Based Actor-Critic and Safety Filters CoRL 2024 Exponent Relaxation of Polynomial Zonotopes and Its Applications in Formal Neural Network Verification AAAI 2024 Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints IJCAI 2024 Extracting Prompts by Inverting LLM Outputs EMNLP 2024