Model Merging

ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP 2024 Asymmetric Image Retrieval With Cross Model Compatible Ensembles WACV 2024 A Unified Framework for Model Editing EMNLP 2024 Backward Compatibility During Data Updates by Weight Interpolation EACL 2024 BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements WACV 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 Bridging the Gap between Different Vocabularies for LLM Ensemble NAACL 2024 C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation CVPR 2024 Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation ACL 2024 CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making NeurIPS 2024 CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics NeurIPS 2024 CogAI@SMM4H 2024: Leveraging BERT-based Ensemble Models for Classifying Tweets on Developmental Disorders ACL 2024 Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024 Combining model-based controller and ML advice via convex reparameterization L4DC 2024 Compact Language Models via Pruning and Knowledge Distillation NeurIPS 2024 Consistent Joint Decision-Making with Heterogeneous Learning Models EACL 2024 CUNI at WMT24 General Translation Task: LLMs, (Q)LoRA, CPO and Model Merging EMNLP 2024 DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models ICLR 2024 David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs NAACL 2024 Deep Graph Mating NeurIPS 2024 DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024 Diffusion Meets DAgger: Supercharging Eye-in-hand Imitation Learning RSS 2024 Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models NeurIPS 2024 Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024 DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024