{"total":37,"rows":[{"id":"2412.04261","title":"Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier","created":"2024-12-05","cited_by_count":129,"area":null},{"id":"2505.19797","title":"The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants","created":"2025-05-26","cited_by_count":38,"area":null},{"id":"2505.10833","title":"MergeBench: A Benchmark for Merging Domain-Specialized LLMs","created":"2025-05-16","cited_by_count":33,"area":null},{"id":"2412.06712","title":"How to Merge Your Multimodal Models Over Time?","created":"2024-12-09","cited_by_count":23,"area":null},{"id":"2502.00264","title":"Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion","created":"2025-02-01","cited_by_count":16,"area":null},{"id":"2503.01155","title":"Nature-Inspired Population-Based Evolution of Large Language Models","created":"2025-03-03","cited_by_count":15,"area":null},{"id":"2411.18607","title":"Task Arithmetic Through The Lens Of One-Shot Federated Learning","created":"2024-11-27","cited_by_count":12,"area":null},{"id":"2509.24244","title":"Model Merging Scaling Laws in Large Language Models","created":"2025-09-29","cited_by_count":12,"area":null},{"id":"2508.03121","title":"RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging","created":"2025-08-05","cited_by_count":11,"area":null},{"id":"2510.17776","title":"Mapping Post-Training Forgetting in Language Models at Scale","created":"2025-10-20","cited_by_count":11,"area":null},{"id":"2506.16506","title":"Subspace-Boosted Model Merging","created":"2025-06-19","cited_by_count":9,"area":null},{"id":"2503.20110","title":"Efficient Model Development through Fine-tuning Transfer","created":"2025-03-25","cited_by_count":6,"area":null},{"id":"2505.21226","title":"Why Do More Experts Fail? A Theoretical Analysis of Model Merging","created":"2025-05-27","cited_by_count":6,"area":null},{"id":"2511.21437","title":"A Systematic Study of In-the-Wild Model Merging for Large Language Models","created":"2025-11-26","cited_by_count":5,"area":null},{"id":"2505.12512","title":"Scalable Strategies for Continual Learning with Replay","created":"2025-05-18","cited_by_count":4,"area":null},{"id":"2601.06672","title":"Will it Merge? On The Causes of Model Mergeability","created":"2026-01-10","cited_by_count":4,"area":null},{"id":"2603.09463","title":"An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse","created":"2026-03-10","cited_by_count":4,"area":null},{"id":"2512.10772","title":"Grow Up and Merge: Scaling Strategies for Efficient Language Adaptation","created":"2025-12-11","cited_by_count":3,"area":null},{"id":"2606.07289","title":"Closed-Form Spectral Regularization for Multi-Task Model Merging","created":"2026-06-05","cited_by_count":3,"area":null},{"id":"2510.04686","title":"How does the optimizer implicitly bias the model merging loss landscape?","created":"2025-10-06","cited_by_count":2,"area":null},{"id":"2509.02108","title":"DivMerge: A divergence-based model merging method for multi-tasking","created":"2025-09-02","cited_by_count":1,"area":null},{"id":"2510.11268","title":"Exploring and Leveraging Class Vectors for Classifier Editing","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2604.19394","title":"Can Continual Pre-training Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?","created":"2026-04-21","cited_by_count":1,"area":null},{"id":"2605.19409","title":"Unlocking the Potential of Continual Model Merging: An ODE Perspective","created":"2026-05-19","cited_by_count":1,"area":null},{"id":"2608.13596","title":"Training-Free Knowledge Transfer Across Model Scales through Activation-Guided Pruning","created":"2026-07-31","cited_by_count":1,"area":null},{"id":"2507.07140","title":"Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts","created":"2025-07-09","cited_by_count":0,"area":null},{"id":"2507.13629","title":"Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques","created":"2025-07-18","cited_by_count":0,"area":null},{"id":"2602.00585","title":"Exploring Information Seeking Agent Consolidation","created":"2026-01-31","cited_by_count":0,"area":null},{"id":"2602.21222","title":"Task-Aware LoRA Adapter Composition via Similarity Retrieval in Vector Databases","created":"2026-02-01","cited_by_count":0,"area":null},{"id":"2602.21372","title":"The Mean is the Mirage: Entropy-Adaptive Model Merging under Heterogeneous Domain Shifts in Medical Imaging","created":"2026-02-24","cited_by_count":0,"area":null},{"id":"2603.03535","title":"Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts","created":"2026-03-03","cited_by_count":0,"area":null},{"id":"2603.28858","title":"OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training","created":"2026-03-30","cited_by_count":0,"area":null},{"id":"2606.00511","title":"Saliency-Aware Model Merging","created":"2026-05-30","cited_by_count":0,"area":null},{"id":"2608.17366","title":"CORAM: Coherent Orthogonal Rotation for Model Merging","created":"2026-08-18","cited_by_count":0,"area":null},{"id":"2609.31600","title":"New LoRA Skills Should Read but Never Write","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2610.03199","title":"Predicting and Repairing Merge Collapse in Large Language Models","created":"2026-10-02","cited_by_count":0,"area":null},{"id":"2610.14762","title":"CrossMean: Model Merging by Pairing Merged and Expert Activations","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}