Interpretability

CGS-Mask: Making Time Series Predictions Intuitive for All AAAI 2024 Chain-of-Thought Reasoning Without Prompting NeurIPS 2024 Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation ICML 2024 Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People ACL 2024 Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics EACL 2024 Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension ICML 2024 CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems ACL 2024 ChatGPT Rates Natural Language Explanation Quality like Humans: But on Which Scales? COLING 2024 CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ACL 2024 CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem AAAI 2024 CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration EMNLP 2024 Circuit Component Reuse Across Tasks in Transformer Language Models ICLR 2024 ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs EMNLP 2024 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NeurIPS 2024 CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses NeurIPS 2024 CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction NAACL 2024 Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models EACL 2024 CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration CVPR 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 Cluster-Norm for Unsupervised Probing of Knowledge EMNLP 2024 CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images CVPR 2024 CMA-R: Causal Mediation Analysis for Explaining Rumour Detection EACL 2024 Coarse-to-Fine Concept Bottleneck Models NeurIPS 2024 Codebook Features: Sparse and Discrete Interpretability for Neural Networks ICML 2024