Interpretability

Semi-factual Explanations in AI AAAI 2024 Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis MLHC 2024 SemLa: A Visual Analysis System for Fine-Grained Text Classification AAAI 2024 SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks NAACL 2024 Separately Parameterizing Singleton Detection Improves End-to-end Neural Coreference Resolution NAACL 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024 Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024 Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection AAAI 2024 shapiq: Shapley Interactions for Machine Learning NeurIPS 2024 ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors EMNLP 2024 Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models ACL 2024 SHINE: Shielding Backdoors in Deep Reinforcement Learning ICML 2024 SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States ICML 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation EMNLP 2024 Simple LLM based Approach to Counter Algospeak NAACL 2024 Simultaneous identification of models and parameters of scientific simulators ICML 2024 SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting ICML 2024 Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024 SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024 SLPL SHROOM at SemEval2024 Task 06 : A comprehensive study on models ability to detect hallucination SemEval 2024 Sobolev Space Regularised Pre Density Models ICML 2024 SocialGaze: Improving the Integration of Human Social Norms in Large Language Models EMNLP 2024 Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification EACL 2024