Interpretability

Copula Conformal prediction for multi-step time series prediction ICLR 2024 Copy Suppression: Comprehensively Understanding a Motif in Language Model Attention Heads EMNLP 2024 CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models AAAI 2024 CORES: Convolutional Response-based Score for Out-of-distribution Detection CVPR 2024 Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance COLING 2024 CoSy: Evaluating Textual Explanations of Neurons NeurIPS 2024 CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity EMNLP 2024 Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) AAAI 2024 Counterfactual Metarules for Local and Global Recourse ICML 2024 Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models EMNLP 2024 CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems EMNLP 2024 Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions NeurIPS 2024 CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing ICLR 2024 CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024 CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems AAAI 2024 C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion ICLR 2024 CUET_sstm at ArAIEval Shared Task: Unimodal (Text) Propagandistic Technique Detection Using Transformer-Based Model ACL 2024 Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024 CURE: Context- and Uncertainty-Aware Mental Disorder Detection EMNLP 2024 CuRIAM: Corpus Re Interpretation and Metalanguage in U.S. Supreme Court Opinions COLING 2024 CUTE: Measuring LLMs’ Understanding of Their Tokens EMNLP 2024 Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024 DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews NAACL 2024 DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination EMNLP 2024 Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NeurIPS 2024