Interpretability

Detecting Any instruction-to-answer interaction relationship:Universal Instruction-to-Answer Navigator for Med-VQA ICML 2024 Detecting Conceptual Abstraction in LLMs COLING 2024 Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics COLING 2024 Detecting Pretraining Data from Large Language Models ICLR 2024 Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood EMNLP 2024 Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024 Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024 DetectiveNN: Imitating Human Emotional Reasoning with a Recall-Detect-Predict Framework for Emotion Recognition in Conversations EMNLP 2024 Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models EMNLP 2024 Developmentally Plausible Multimodal Language Models Are Highly Modular CoNLL 2024 Development of Cognitive Intelligence in Pre-trained Language Models EMNLP 2024 DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton ICML 2024 DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection AAAI 2024 Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making ICLR 2024 DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models EMNLP 2024 Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation AAAI 2024 DiConStruct: Causal Concept-based Explanations through Black-Box Distillation CLeaR 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NeurIPS 2024 Different Ways to Forget: Linguistic Gates in Recurrent Neural Networks CoNLL 2024 Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines ACL 2024 Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NeurIPS 2024 Digital Socrates: Evaluating LLMs through Explanation Critiques ACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Disagreement in Argumentation Annotation COLING 2024