Summary of Orpo: Monolithic Preference Optimization Without Reference Model, by Jiwoo Hong et al.
ORPO: Monolithic Preference Optimization without Reference Modelby Jiwoo Hong, Noah Lee, James ThorneFirst submitted to…
Summary of Calf: Aligning Llms For Time Series Forecasting Via Cross-modal Fine-tuning, by Peiyuan Liu et al.
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuningby Peiyuan Liu, Hang Guo, Tao…
Summary of Verification-aided Learning Of Neural Network Barrier Functions with Termination Guarantees, by Shaoru Chen et al.
Verification-Aided Learning of Neural Network Barrier Functions with Termination Guaranteesby Shaoru Chen, Lekan Molu, Mahyar…
Summary of Knowledge Graph Large Language Model (kg-llm) For Link Prediction, by Dong Shu et al.
Knowledge Graph Large Language Model (KG-LLM) for Link Predictionby Dong Shu, Tianle Chen, Mingyu Jin,…
Summary of Smalltolarge (s2l): Scalable Data Selection For Fine-tuning Large Language Models by Summarizing Training Trajectories Of Small Models, By Yu Yang et al.
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of…
Summary of One Category One Prompt: Dataset Distillation Using Diffusion Models, by Ali Abbasi et al.
One Category One Prompt: Dataset Distillation using Diffusion Modelsby Ali Abbasi, Ashkan Shahbazi, Hamed Pirsiavash,…
Summary of Calibrating Multi-modal Representations: a Pursuit Of Group Robustness Without Annotations, by Chenyu You et al.
Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotationsby Chenyu You, Yifei Min, Weicheng…
Summary of On the Generalization Ability Of Unsupervised Pretraining, by Yuyang Deng et al.
On the Generalization Ability of Unsupervised Pretrainingby Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad MahdaviFirst…
Summary of Selma: Learning and Merging Skill-specific Text-to-image Experts with Auto-generated Data, by Jialu Li et al.
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Databy Jialu Li, Jaemin Cho, Yi-Lin…
Summary of Thread Detection and Response Generation Using Transformers with Prompt Optimisation, by Kevin Joshua T et al.
Thread Detection and Response Generation using Transformers with Prompt Optimisationby Kevin Joshua T, Arnav Agarwal,…