mixture of expert

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NeurIPS 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 Unity by Diversity: Improved Representation Learning for Multimodal VAEs NeurIPS 2024 Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024 Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024 Variational Distillation of Diffusion Policies into Mixture of Experts NeurIPS 2024 Voice Disorder Analysis: a Transformer-based Approach Interspeech 2024 Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning SemEval 2024 What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024 XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024 XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024 ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023 A Mixture-of-Expert Approach to RL-based Dialogue Management ICLR 2023 Approximating Two-Layer Feedforward Networks for Efficient Transformers EMNLP 2023 A Survey on Dynamic Neural Networks for Natural Language Processing EACL 2023 AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023 Bidirectional Attention as a Mixture of Continuous Word Experts UAI 2023 Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization ICLR 2023 Compressed MoE ASR Model Based on Knowledge Distillation and Quantization Interspeech 2023 Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP 2023 Conversational Emotion-Cause Pair Extraction with Guided Mixture of Experts EACL 2023 DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets NeurIPS 2023 DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023