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conftrace_

black-box model

133 papers

Papers

Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information COLING 2024 A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NeurIPS 2024 Black-Box Forgetting NeurIPS 2024 Calibrating Large Language Models Using Their Generations Only ACL 2024 Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs ICLR 2024 CMACE: CMAES-based Counterfactual Explanations for Black-box Models IJCAI 2024 Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering CVPR 2024 CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024 Data Contamination Calibration for Black-box LLMs ACL 2024 Data Efficient Paradigms for Personalized Assessment of Black-Box Taskable AI Systems AAAI 2024 Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NeurIPS 2024 DORY: Deliberative Prompt Recovery for LLM ACL 2024 DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection NeurIPS 2024 Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals AAAI 2024 Few-Shot Learning via Repurposing Ensemble of Black-Box Models AAAI 2024 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions ICLR 2024 HYDRA: Model Factorization Framework for Black-Box LLM Personalization NeurIPS 2024 Learning Performance Maximizing Ensembles with Explainability Guarantees AAAI 2024 Nearly Tight Black-Box Auditing of Differentially Private Machine Learning NeurIPS 2024 Plug-in Language Model: Controlling Text Generation with a Simple Regression Model NAACL 2024 Probabilistic Adaptation of Black-Box Text-to-Video Models ICLR 2024 Promoting Counterfactual Robustness through Diversity AAAI 2024 Selective Explanations NeurIPS 2024