{"total":21,"rows":[{"id":"2204.00598","title":"Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language","created":"2022-04-01","cited_by_count":513,"area":"lr"},{"id":"2402.05602","title":"AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers","created":"2024-02-08","cited_by_count":120,"area":"lr"},{"id":"2310.11207","title":"Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations","created":"2023-10-17","cited_by_count":90,"area":"lr"},{"id":"2207.04630","title":"On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence","created":"2022-07-11","cited_by_count":50,"area":"lr"},{"id":"2204.05514","title":"A Comparative Study of Faithfulness Metrics for Model Interpretability Methods","created":"2022-04-12","cited_by_count":39,"area":"lr"},{"id":"2510.07358","title":"Encode, Think, Decode: Scaling test-time reasoning with recursive latent thoughts","created":"2025-10-08","cited_by_count":24,"area":"lr"},{"id":"2204.02380","title":"CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations","created":"2022-04-05","cited_by_count":16,"area":"lr"},{"id":"2305.10496","title":"Incorporating Attribution Importance for Improving Faithfulness Metrics","created":"2023-05-17","cited_by_count":14,"area":"lr"},{"id":"2410.11087","title":"Locality Alignment Improves Vision-Language Models","created":"2024-10-14","cited_by_count":13,"area":"lr"},{"id":"2509.25177","title":"Mitigating Hallucination in Multimodal LLMs with Layer Contrastive Decoding","created":"2025-09-29","cited_by_count":10,"area":"lr"},{"id":"2310.05797","title":"In-Context Explainers: Harnessing LLMs for Explaining Black Box Models","created":"2023-10-09","cited_by_count":9,"area":"lr"},{"id":"2405.18106","title":"A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation","created":"2024-05-28","cited_by_count":9,"area":"lr"},{"id":"2602.09331","title":"Beyond Uniform Credit: Causal Credit Assignment for Policy Optimization","created":"2026-02-10","cited_by_count":7,"area":"lr"},{"id":"2407.16931","title":"ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering","created":"2024-07-24","cited_by_count":6,"area":"lr"},{"id":"2512.14989","title":"Evaluating Large Language Models on Multimodal Chemistry Olympiad Exams","created":"2025-12-17","cited_by_count":6,"area":"lr"},{"id":"2512.15663","title":"Explaining the Reasoning of Large Language Models Using Attribution Graphs","created":"2025-12-17","cited_by_count":3,"area":"lr"},{"id":"2608.08021","title":"Evidence-RL: Towards Evidence-intensive Visual Reasoning","created":"2026-08-08","cited_by_count":3,"area":"lr"},{"id":"2402.06120","title":"Exploring Group and Symmetry Principles in Large Language Models","created":"2024-02-09","cited_by_count":2,"area":"lr"},{"id":"2507.10007","title":"Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning","created":"2025-07-14","cited_by_count":1,"area":"lr"},{"id":"2603.29025","title":"The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning","created":"2026-03-30","cited_by_count":1,"area":"lr"},{"id":"2604.03237","title":"Supporting Calibrated Reliance in Human-AI Collaboration: Different Strategies for Different Tasks","created":"2026-01-31","cited_by_count":0,"area":"lr"}],"next_cursor":null}