{"total":52,"rows":[{"id":"2310.16218","title":"Knowledge Editing for Large Language Models: A Survey","created":"2023-10-24","cited_by_count":194,"area":"lr"},{"id":"2504.15585","title":"A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment","created":"2025-04-22","cited_by_count":116,"area":"lr"},{"id":"2307.09476","title":"Overthinking the Truth: Understanding how Language Models Process False Demonstrations","created":"2023-07-18","cited_by_count":81,"area":"lr"},{"id":"2311.11797","title":"Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents","created":"2023-11-20","cited_by_count":72,"area":"lr"},{"id":"2502.14829","title":"Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps","created":"2025-02-20","cited_by_count":47,"area":"lr"},{"id":"2505.00675","title":"Rethinking Memory in LLM based Agents: Representations, Operations, and Emerging Topics","created":"2025-05-01","cited_by_count":36,"area":"lr"},{"id":"2401.10471","title":"DeepEdit: Knowledge Editing as Decoding with Constraints","created":"2024-01-19","cited_by_count":33,"area":"lr"},{"id":"2312.15194","title":"PokeMQA: Programmable knowledge editing for Multi-hop Question Answering","created":"2023-12-23","cited_by_count":23,"area":"lr"},{"id":"2504.19483","title":"Improving Reasoning Performance in Large Language Models via Representation Engineering","created":"2025-04-28","cited_by_count":23,"area":"lr"},{"id":"2402.10688","title":"Towards Uncovering How Large Language Model Works: An Explainability Perspective","created":"2024-02-16","cited_by_count":22,"area":"lr"},{"id":"2309.05605","title":"Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models","created":"2023-09-11","cited_by_count":21,"area":"lr"},{"id":"2305.06349","title":"RECKONING: Reasoning through Dynamic Knowledge Encoding","created":"2023-05-10","cited_by_count":18,"area":"lr"},{"id":"2508.10523","title":"Reasoning in Computer Vision: Taxonomy, Models, Tasks, and Methodologies","created":"2025-08-14","cited_by_count":17,"area":"lr"},{"id":"2402.11900","title":"Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models","created":"2024-02-19","cited_by_count":14,"area":"lr"},{"id":"2406.17642","title":"Banishing LLM Hallucinations Requires Rethinking Generalization","created":"2024-06-25","cited_by_count":13,"area":"lr"},{"id":"2502.06868","title":"Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject","created":"2025-02-08","cited_by_count":10,"area":"lr"},{"id":"2509.24156","title":"Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models","created":"2025-09-29","cited_by_count":10,"area":"lr"},{"id":"2602.20330","title":"Circuit Tracing in Vision-Language Models: Understanding the Internal Mechanisms of Multimodal Thinking","created":"2026-02-23","cited_by_count":8,"area":"lr"},{"id":"2410.23843","title":"Reasons and Solutions for the Decline in Model Performance after Editing","created":"2024-10-31","cited_by_count":7,"area":"lr"},{"id":"2503.09620","title":"Exploiting Edited Large Language Models as General Scientific Optimizers","created":"2025-03-08","cited_by_count":7,"area":"lr"},{"id":"2601.15495","title":"Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge","created":"2026-01-21","cited_by_count":7,"area":"lr"},{"id":"2410.03122","title":"RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning","created":"2024-10-04","cited_by_count":5,"area":"lr"},{"id":"2507.18178","title":"Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory","created":"2025-07-24","cited_by_count":5,"area":"lr"},{"id":"2410.10584","title":"STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack","created":"2024-10-14","cited_by_count":4,"area":"lr"},{"id":"2506.01386","title":"ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs","created":"2025-06-02","cited_by_count":4,"area":"lr"},{"id":"2509.01468","title":"Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA","created":"2025-09-01","cited_by_count":4,"area":"lr"},{"id":"2502.09101","title":"A Survey of LLM Alignment: Instruction Understanding, Intention Reasoning, and Reliable Generation","created":"2025-02-13","cited_by_count":3,"area":"lr"},{"id":"2601.03542","title":"Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models","created":"2026-01-07","cited_by_count":3,"area":"lr"},{"id":"2606.19172","title":"User as Engram: Internalizing Per-User Memory as Local Parametric Edits","created":"2026-06-17","cited_by_count":3,"area":"lr"},{"id":"2307.12382","title":"CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models","created":"2023-07-23","cited_by_count":2,"area":"lr"},{"id":"2307.16395","title":"Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks","created":"2023-07-31","cited_by_count":2,"area":"lr"},{"id":"2504.10646","title":"Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning","created":"2025-04-14","cited_by_count":2,"area":"lr"},{"id":"2511.19131","title":"Eliciting Chain-of-Thought in Base LLMs via Gradient-Based Representation Optimization","created":"2025-11-24","cited_by_count":2,"area":"lr"},{"id":"2602.04556","title":"Rethinking Weight Tying: Pseudo-Inverse Tying for LM Stable Training and Updates","created":"2026-02-04","cited_by_count":2,"area":"lr"},{"id":"2606.26472","title":"Epiphany-Aware KV Cache Eviction Without the Attention Matrix","created":"2026-06-25","cited_by_count":2,"area":"lr"},{"id":"2508.00914","title":"Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis","created":"2025-07-29","cited_by_count":1,"area":"lr"},{"id":"2509.19775","title":"bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs","created":"2025-09-24","cited_by_count":1,"area":"lr"},{"id":"2510.13909","title":"Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning","created":"2025-10-15","cited_by_count":1,"area":"lr"},{"id":"2511.12661","title":"Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing","created":"2025-11-16","cited_by_count":1,"area":"lr"},{"id":"2603.06923","title":"Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping","created":"2026-03-06","cited_by_count":1,"area":"lr"},{"id":"2604.05540","title":"Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting","created":"2026-04-07","cited_by_count":1,"area":"lr"},{"id":"2608.15507","title":"Do Language Models Consistently Encode the Current Year?","created":"2026-08-16","cited_by_count":1,"area":"lr"},{"id":"2608.25100","title":"Towards Reliable, Generalizable, and Specific In-Context Knowledge Editing via Multi-Objective Reinforcement Learning","created":"2026-08-25","cited_by_count":1,"area":"lr"},{"id":"2501.00803","title":"Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning","created":"2025-01-01","cited_by_count":0,"area":"lr"},{"id":"2505.19383","title":"CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models","created":"2025-05-26","cited_by_count":0,"area":"lr"},{"id":"2506.14625","title":"Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models","created":"2025-06-17","cited_by_count":0,"area":"lr"},{"id":"2601.14053","title":"LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems","created":"2026-01-20","cited_by_count":0,"area":"lr"},{"id":"2603.10377","title":"Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning","created":"2026-03-11","cited_by_count":0,"area":"lr"},{"id":"2604.23877","title":"Knowledge Vector of Logical Reasoning in Large Language Models","created":"2026-04-26","cited_by_count":0,"area":"lr"},{"id":"2605.28825","title":"MechELK: A Mechanistic Interpretability Framework for Eliciting Latent Knowledge in Large Language Models","created":"2026-04-07","cited_by_count":0,"area":"lr"},{"id":"2607.14242","title":"Implicit Reasoning Steering via Concept Chaining","created":"2026-07-15","cited_by_count":0,"area":"lr"},{"id":"2610.05472","title":"Hallucination Across the Reasoning Lifecycle: Interface Visibility, Causal Evidence, and Release Control in Large Reasoning Models","created":"2026-10-04","cited_by_count":0,"area":"lr"}],"next_cursor":null}