mixture of expert

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality EMNLP 2024 ASEM: Enhancing Empathy in Chatbot through Attention-based Sentiment and Emotion Modeling COLING 2024 AutoMix: Automatically Mixing Language Models NeurIPS 2024 BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts NeurIPS 2024 BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024 Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024 Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering ECCV 2024 Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024 Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024 ConstitutionalExperts: Training a Mixture of Principle-based Prompts ACL 2024 CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NeurIPS 2024 Customizing Language Models with Instance-wise LoRA for Sequential Recommendation NeurIPS 2024 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Divide and not forget: Ensemble of selectively trained experts in Continual Learning ICLR 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 Effective High-order Graph Representation Learning for Credit Card Fraud Detection IJCAI 2024 Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024 Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024 Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Interspeech 2024 Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo EMNLP 2024 Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning NeurIPS 2024 EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning COLING 2024 EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024