Model Merging

Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024 Editing Language Model-Based Knowledge Graph Embeddings AAAI 2024 Efficient Stitchable Task Adaptation CVPR 2024 Emotion Arithmetic: Emotional Speech Synthesis via Weight Space Interpolation Interspeech 2024 EMR-Merging: Tuning-Free High-Performance Model Merging NeurIPS 2024 Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NeurIPS 2024 EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SemEval 2024 Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems NeurIPS 2024 Feature Unlearning for Pre-trained GANs and VAEs AAAI 2024 Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Interspeech 2024 Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models COLING 2024 FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024 Fisher Mask Nodes for Language Model Merging COLING 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024 Fusing Models with Complementary Expertise ICLR 2024 Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024 Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ACL 2024 Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024 How Far Can We Compress Instant-NGP-Based NeRF? CVPR 2024 HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts ACL 2024 Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs NeurIPS 2024 Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment CVPR 2024 Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NeurIPS 2024 Knowledge Fusion By Evolving Weights of Language Models ACL 2024