{"total":33,"rows":[{"id":"2412.12472","title":"Knowledge Boundary of Large Language Models: A Survey","created":"2024-12-17","cited_by_count":40,"area":null},{"id":"2410.16251","title":"Can Knowledge Editing Really Correct Hallucinations?","created":"2024-10-21","cited_by_count":28,"area":null},{"id":"2505.20322","title":"Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms","created":"2025-05-23","cited_by_count":24,"area":null},{"id":"2502.11196","title":"How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training","created":"2025-02-16","cited_by_count":23,"area":null},{"id":"2502.11812","title":"Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis","created":"2025-02-17","cited_by_count":20,"area":null},{"id":"2504.17119","title":"The Rise of Small Language Models in Healthcare: A Comprehensive Survey","created":"2025-04-23","cited_by_count":18,"area":null},{"id":"2502.17955","title":"Language Models' Factuality Depends on the Language of Inquiry","created":"2025-02-25","cited_by_count":14,"area":null},{"id":"2410.12327","title":"Neuron-based Personality Trait Induction in Large Language Models","created":"2024-10-16","cited_by_count":9,"area":null},{"id":"2503.16356","title":"CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners","created":"2025-03-20","cited_by_count":9,"area":null},{"id":"2602.02343","title":"Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics","created":"2026-02-02","cited_by_count":9,"area":null},{"id":"2410.09870","title":"ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains","created":"2024-10-13","cited_by_count":8,"area":null},{"id":"2602.04735","title":"From Data to Behavior: Predicting Unintended Model Behaviors Before Training","created":"2026-02-04","cited_by_count":8,"area":null},{"id":"2509.16596","title":"Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels","created":"2025-09-20","cited_by_count":7,"area":null},{"id":"2506.00829","title":"COMPKE: Complex Question Answering under Knowledge Editing","created":"2025-06-01","cited_by_count":6,"area":null},{"id":"2510.10161","title":"Large Language Model Sourcing: A Survey","created":"2025-10-11","cited_by_count":5,"area":null},{"id":"2502.04066","title":"Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training","created":"2025-02-06","cited_by_count":4,"area":null},{"id":"2508.18609","title":"Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models","created":"2025-08-26","cited_by_count":4,"area":null},{"id":"2411.17401","title":"One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models","created":"2024-11-26","cited_by_count":3,"area":null},{"id":"2506.07458","title":"KScope: A Framework for Characterizing the Knowledge Status of Language Models","created":"2025-06-09","cited_by_count":3,"area":null},{"id":"2510.13183","title":"DSCD: Large Language Model Detoxification with Self-Constrained Decoding","created":"2025-10-15","cited_by_count":3,"area":null},{"id":"2409.15825","title":"60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering","created":"2024-09-24","cited_by_count":2,"area":null},{"id":"2505.14905","title":"Concept Incongruence: An Exploration of Time and Death in Role Playing","created":"2025-05-20","cited_by_count":2,"area":null},{"id":"2508.20353","title":"DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search","created":"2025-08-28","cited_by_count":2,"area":null},{"id":"2511.21066","title":"Context-Aware Pragmatic Metacognitive Prompting for Sarcasm Detection","created":"2025-11-26","cited_by_count":2,"area":null},{"id":"2504.06823","title":"Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms","created":"2025-04-09","cited_by_count":1,"area":null},{"id":"2506.08427","title":"Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2510.10398","title":"STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models","created":"2025-10-12","cited_by_count":1,"area":null},{"id":"2601.03570","title":"How Do Large Language Models Learn Concepts During Continual Pre-Training?","created":"2026-01-07","cited_by_count":1,"area":null},{"id":"2506.00817","title":"One for All: Update Parameterized Knowledge Across Multiple Models","created":"2025-06-01","cited_by_count":0,"area":null},{"id":"2510.26683","title":"Evontree: Ontology Rule-Guided Self-Evolution of Large Language Models","created":"2025-10-30","cited_by_count":0,"area":null},{"id":"2605.02010","title":"Reliable AI Needs to Externalize Implicit Knowledge: A Human-AI Collaboration Perspective","created":"2026-05-03","cited_by_count":0,"area":null},{"id":"2608.07353","title":"Geo-Spatial Concept Probing of Large Language Models: Abstraction, Compositionality, and Grounding","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2610.20067","title":"Which Knowledge Should LLMs Trust? Uncovering a Generalizable Steering Direction Across Knowledge Conflicts","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}