Interpretability

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models ACL 2024 InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation ICML 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Interpreting and Improving Large Language Models in Arithmetic Calculation ICML 2024 Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis EMNLP 2024 Interpreting CLIP's Image Representation via Text-Based Decomposition ICLR 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NeurIPS 2024 Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions EMNLP 2024 Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024 Interpreting Equivariant Representations ICML 2024 Interpreting Learned Feedback Patterns in Large Language Models NeurIPS 2024 Interpreting Robustness Proofs of Deep Neural Networks ICLR 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NeurIPS 2024 InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024 Intersectional Unfairness Discovery ICML 2024 Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering CVPR 2024 Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis EMNLP 2024 Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering COLING 2024 InversionView: A General-Purpose Method for Reading Information from Neural Activations NeurIPS 2024 Investigating Ableism in LLMs through Multi-turn Conversation EMNLP 2024 Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances CoNLL 2024 Investigating Layer Importance in Large Language Models EMNLP 2024 Investigating the Impact of Model Instability on Explanations and Uncertainty ACL 2024