{"total":16,"rows":[{"id":"2406.01297","title":"When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs","created":"2024-06-03","cited_by_count":240,"area":null},{"id":"2412.14737","title":"On Verbalized Confidence Scores for LLMs","created":"2024-12-19","cited_by_count":83,"area":null},{"id":"2410.13640","title":"Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation","created":"2024-10-17","cited_by_count":57,"area":null},{"id":"2410.15319","title":"Causality for Large Language Models","created":"2024-10-20","cited_by_count":25,"area":null},{"id":"2406.02378","title":"On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept","created":"2024-06-04","cited_by_count":16,"area":null},{"id":"2604.01029","title":"Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines","created":"2026-04-01","cited_by_count":7,"area":null},{"id":"2604.22271","title":"How LLMs Detect and Correct Their Own Errors: The Role of Internal Confidence Signals","created":"2026-04-24","cited_by_count":3,"area":null},{"id":"2409.00054","title":"Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework","created":"2024-08-20","cited_by_count":2,"area":null},{"id":"2504.15125","title":"Contemplative Artificial Intelligence","created":"2025-04-21","cited_by_count":1,"area":null},{"id":"2605.31455","title":"DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization","created":"2026-05-29","cited_by_count":1,"area":null},{"id":"2608.04355","title":"The Calibration Floor: Format Repair Can Masquerade as Self-Correction at Small-to-Mid Scale","created":"2026-08-05","cited_by_count":1,"area":null},{"id":"2509.07676","title":"Unleashing the True Potential of LLMs: A Feedback-Triggered Self-Correction with Long-Term Multipath Decoding","created":"2025-09-09","cited_by_count":0,"area":null},{"id":"2509.11362","title":"PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits","created":"2025-09-14","cited_by_count":0,"area":null},{"id":"2510.03527","title":"Sample, Align, Synthesize: Graph-Based Response Synthesis with ConGrs","created":"2025-10-03","cited_by_count":0,"area":null},{"id":"2606.09875","title":"Integrating Local and Global Entropy for Uncertainty Quantification in LLMs","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2607.09803","title":"Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation","created":"2026-07-09","cited_by_count":0,"area":null}],"next_cursor":null}