{"total":27,"rows":[{"id":"2502.05628","title":"AnyEdit: Edit Any Knowledge Encoded in Language Models","created":"2025-02-08","cited_by_count":76,"area":null},{"id":"2412.13670","title":"AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge","created":"2024-12-18","cited_by_count":44,"area":null},{"id":"2502.11177","title":"The Mirage of Model Editing: Revisiting Evaluation in the Wild","created":"2025-02-16","cited_by_count":27,"area":null},{"id":"2405.15349","title":"Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models","created":"2024-05-24","cited_by_count":19,"area":null},{"id":"2412.15540","title":"MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering","created":"2024-12-20","cited_by_count":17,"area":null},{"id":"2405.17957","title":"Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion","created":"2024-05-28","cited_by_count":16,"area":null},{"id":"2505.14679","title":"UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models","created":"2025-05-20","cited_by_count":9,"area":null},{"id":"2506.08477","title":"Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection","created":"2025-06-10","cited_by_count":7,"area":null},{"id":"2505.19572","title":"DocMEdit: Towards Document-Level Model Editing","created":"2025-05-26","cited_by_count":6,"area":null},{"id":"2506.09672","title":"Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data","created":"2025-06-11","cited_by_count":6,"area":null},{"id":"2411.18126","title":"Curriculum Demonstration Selection for In-Context Learning","created":"2024-11-27","cited_by_count":5,"area":null},{"id":"2504.01196","title":"$\\mu$KE: Matryoshka Unstructured Knowledge Editing of Large Language Models","created":"2025-04-01","cited_by_count":5,"area":null},{"id":"2505.12636","title":"Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing","created":"2025-05-19","cited_by_count":5,"area":null},{"id":"2409.12425","title":"Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels","created":"2024-09-19","cited_by_count":4,"area":null},{"id":"2602.19043","title":"Uncovering Context Reliance in Unstructured Knowledge Editing","created":"2026-02-22","cited_by_count":4,"area":null},{"id":"2409.05806","title":"CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs","created":"2024-09-09","cited_by_count":3,"area":null},{"id":"2510.21059","title":"Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization","created":"2025-10-24","cited_by_count":3,"area":null},{"id":"2511.20892","title":"Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs","created":"2025-11-25","cited_by_count":3,"area":null},{"id":"2511.14774","title":"LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs","created":"2025-11-03","cited_by_count":2,"area":null},{"id":"2604.12559","title":"FABLE: Fine-grained Fact Anchoring for Unstructured Model Editing","created":"2026-04-14","cited_by_count":2,"area":null},{"id":"2505.23291","title":"ScEdit: Script-based Assessment of Knowledge Editing","created":"2025-05-29","cited_by_count":1,"area":null},{"id":"2604.05995","title":"The Model Agreed, But Didn't Learn: Diagnosing Surface Compliance in Large Language Models","created":"2026-04-07","cited_by_count":1,"area":null},{"id":"2507.03617","title":"EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge","created":"2025-07-04","cited_by_count":0,"area":null},{"id":"2602.10023","title":"MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval","created":"2026-02-10","cited_by_count":0,"area":null},{"id":"2608.26292","title":"On Scope Classification and Current Knowledge-Editing Benchmarks: A Negative Result, with INLAY as a Gradient-Free Case Study","created":"2026-08-26","cited_by_count":0,"area":null},{"id":"2609.33534","title":"ManiEdit: Sequential Unstructured Knowledge Editing for Language Models from a Manifold Perspective","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2610.02772","title":"Improving Atomic-Fact Recall via Focused Views in Unstructured Knowledge Editing","created":"2026-10-02","cited_by_count":0,"area":null}],"next_cursor":null}