conftrace_

expert selection

14 papers

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Co-occurring keywords

mixture of expert (640) expert routing (44) large language model (13587) efficient inference (233) online learning (1777) expert clustering (1) shifting regret (4) multi-armed bandit (1098) sparse model (83) regret bound (1926)

Papers

Coverage-Constrained Human-AI Cooperation with Multiple Experts AAAI 2026
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models AAAI 2026
Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026
MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts EMNLP 2025
Maximum Score Routing For Mixture-of-Experts ACL 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024
TensorOpera Router: A Multi-Model Router for Efficient LLM Inference EMNLP 2024
Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024
Learning When to Trust Which Teacher for Weakly Supervised ASR INTERSPEECH 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning NIPS 2021
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
Distributed Non-Stochastic Experts NIPS 2012