{"total":32,"rows":[{"id":"2409.03752","title":"Attention Heads of Large Language Models: A Survey","created":"2024-09-05","cited_by_count":67,"area":null},{"id":"2407.15017","title":"Knowledge Mechanisms in Large Language Models: A Survey and Perspective","created":"2024-07-22","cited_by_count":51,"area":null},{"id":"2410.16251","title":"Can Knowledge Editing Really Correct Hallucinations?","created":"2024-10-21","cited_by_count":28,"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":"2410.01380","title":"Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition","created":"2024-10-02","cited_by_count":16,"area":null},{"id":"2605.06510","title":"Is One Layer Enough? Understanding Inference Dynamics in Tabular Foundation Models","created":"2026-05-07","cited_by_count":10,"area":null},{"id":"2502.14838","title":"Revealing and Mitigating Over-Attention in Knowledge Editing","created":"2025-02-20","cited_by_count":8,"area":null},{"id":"2505.21701","title":"Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing","created":"2025-05-27","cited_by_count":8,"area":null},{"id":"2607.20594","title":"When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers","created":"2026-07-22","cited_by_count":6,"area":null},{"id":"2505.13515","title":"LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades","created":"2025-05-17","cited_by_count":4,"area":null},{"id":"2410.17714","title":"CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models","created":"2024-10-23","cited_by_count":3,"area":null},{"id":"2504.20972","title":"SetKE: Knowledge Editing for Knowledge Elements Overlap","created":"2025-04-29","cited_by_count":3,"area":null},{"id":"2509.17866","title":"Understanding Post-Training Structural Changes in Large Language Models","created":"2025-09-22","cited_by_count":3,"area":null},{"id":"2507.05158","title":"Steering Information Utility in Key-Value Memory for Language Model Post-Training","created":"2025-07-07","cited_by_count":2,"area":null},{"id":"2510.11218","title":"The Curious Case of Factual (Mis)Alignment between LLMs' Short- and Long-Form Answers","created":"2025-10-13","cited_by_count":2,"area":null},{"id":"2602.06702","title":"Explaining Grokking in Transformers through the Lens of Inductive Bias","created":"2026-02-06","cited_by_count":2,"area":null},{"id":"2410.01334","title":"Skill Path: Unveiling Language Skills from Circuit Graphs","created":"2024-10-02","cited_by_count":1,"area":null},{"id":"2502.20992","title":"Capability Localization: Capabilities Can be Localized rather than Individual Knowledge","created":"2025-02-28","cited_by_count":1,"area":null},{"id":"2505.16178","title":"Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge","created":"2025-05-22","cited_by_count":1,"area":null},{"id":"2506.22105","title":"Identifying a Circuit for Verb Conjugation in GPT-2","created":"2025-06-27","cited_by_count":1,"area":null},{"id":"2507.04487","title":"LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization","created":"2025-07-06","cited_by_count":1,"area":null},{"id":"2509.18762","title":"When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models","created":"2025-09-23","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":"2410.20340","title":"Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains","created":"2024-10-27","cited_by_count":0,"area":null},{"id":"2507.19420","title":"CircuitProbe: Tracing Visual Temporal Evidence Flow in Video Language Models","created":"2025-07-25","cited_by_count":0,"area":null},{"id":"2510.14825","title":"Programmatic Representation Learning with Language Models","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2511.20302","title":"CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation","created":"2025-11-25","cited_by_count":0,"area":null},{"id":"2604.03764","title":"Automated Attention Pattern Discovery at Scale in Large Language Models","created":"2026-04-04","cited_by_count":0,"area":null},{"id":"2605.05741","title":"HyperLens: Quantifying Cognitive Effort in LLMs with Fine-grained Confidence Trajectory","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2607.08393","title":"Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning","created":"2026-07-09","cited_by_count":0,"area":null},{"id":"2608.04111","title":"GEB-Bench: Abstract Structures Told in Many Voices","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2609.34449","title":"CORTEX: Learning to Share and Specialize in Dense Language Models","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}