Interpretability

Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024 Knowledge-based Consistency Testing of Large Language Models EMNLP 2024 Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NeurIPS 2024 Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024 Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models ACL 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 Know When To Stop: A Study of Semantic Drift in Text Generation NAACL 2024 KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation CoRL 2024 k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024 Label-Efficient Model Selection for Text Generation ACL 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Lagrangian Flow Networks for Conservation Laws ICLR 2024 Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024 Language Model as Visual Explainer NeurIPS 2024 Language Model Guided Interpretable Video Action Reasoning CVPR 2024 Language Model Inversion ICLR 2024 Language Models Don’t Learn the Physical Manifestation of Language ACL 2024 Language Models Implement Simple Word2Vec-style Vector Arithmetic NAACL 2024 Language Models in Dialogue: Conversational Maxims for Human-AI Interactions EMNLP 2024 Language Models Linearly Represent Sentiment EMNLP 2024 Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion NAACL 2024 Language Models Represent Beliefs of Self and Others ICML 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks IJCAI 2024 Large Language Model Recall Uncertainty is Modulated by the Fan Effect CoNLL 2024