Summary of Toward Inference-optimal Mixture-of-expert Large Language Models, by Longfei Yun et al.
Toward Inference-optimal Mixture-of-Expert Large Language Modelsby Longfei Yun, Yonghao Zhuang, Yao Fu, Eric P Xing,…
Summary of Symbolic Prompt Program Search: a Structure-aware Approach to Efficient Compile-time Prompt Optimization, by Tobias Schnabel et al.
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimizationby Tobias Schnabel, Jennifer…
Summary of Twin-gpt: Digital Twins For Clinical Trials Via Large Language Model, by Yue Wang et al.
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Modelby Yue Wang, Tianfan Fu, Yinlong…
Summary of Explaining Large Language Models Decisions Using Shapley Values, by Behnam Mohammadi
Explaining Large Language Models Decisions Using Shapley Valuesby Behnam MohammadiFirst submitted to arxiv on: 29…
Summary of Harnessing the Power Of Large Language Model For Uncertainty Aware Graph Processing, by Zhenyu Qian et al.
Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processingby Zhenyu Qian, Yiming…
Summary of Extensive Self-contrast Enables Feedback-free Language Model Alignment, by Xiao Liu et al.
Extensive Self-Contrast Enables Feedback-Free Language Model Alignmentby Xiao Liu, Xixuan Song, Yuxiao Dong, Jie TangFirst…
Summary of Zero-shot Safety Prediction For Autonomous Robots with Foundation World Models, by Zhenjiang Mao et al.
Zero-shot Safety Prediction for Autonomous Robots with Foundation World Modelsby Zhenjiang Mao, Siqi Dai, Yuang…
Summary of Mango: a Benchmark For Evaluating Mapping and Navigation Abilities Of Large Language Models, by Peng Ding and Jiading Fang and Peng Li and Kangrui Wang and Xiaochen Zhou and Mo Yu and Jing Li and Matthew R. Walter and Hongyuan Mei
MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Modelsby Peng Ding,…
Summary of Jamba: a Hybrid Transformer-mamba Language Model, by Opher Lieber et al.
Jamba: A Hybrid Transformer-Mamba Language Modelby Opher Lieber, Barak Lenz, Hofit Bata, Gal Cohen, Jhonathan…
Summary of Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance, By Jiasheng Ye et al.
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performanceby Jiasheng Ye, Peiju Liu,…