Summary of Riff: Learning to Rephrase Inputs For Few-shot Fine-tuning Of Language Models, by Saeed Najafi and Alona Fyshe
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Modelsby Saeed Najafi, Alona FysheFirst…
Summary of Tpllm: a Traffic Prediction Framework Based on Pretrained Large Language Models, by Yilong Ren et al.
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Modelsby Yilong Ren, Yue Chen,…
Summary of Transformers For Supervised Online Continual Learning, by Jorg Bornschein et al.
Transformers for Supervised Online Continual Learningby Jorg Bornschein, Yazhe Li, Amal Rannen-TrikiFirst submitted to arxiv…
Summary of Robust Policy Learning Via Offline Skill Diffusion, by Woo Kyung Kim et al.
Robust Policy Learning via Offline Skill Diffusionby Woo Kyung Kim, Minjong Yoo, Honguk WooFirst submitted…
Summary of Units: a Unified Multi-task Time Series Model, by Shanghua Gao et al.
UniTS: A Unified Multi-Task Time Series Modelby Shanghua Gao, Teddy Koker, Owen Queen, Thomas Hartvigsen,…
Summary of Meta-task: a Method-agnostic Framework For Learning to Regularize in Few-shot Learning, by Mohammad Rostami et al.
Meta-Task: A Method-Agnostic Framework for Learning to Regularize in Few-Shot Learningby Mohammad Rostami, Atik Faysal,…
Summary of Forml: a Riemannian Hessian-free Method For Meta-learning on Stiefel Manifolds, by Hadi Tabealhojeh et al.
FORML: A Riemannian Hessian-free Method for Meta-learning on Stiefel Manifoldsby Hadi Tabealhojeh, Soumava Kumar Roy,…
Summary of Fsl-rectifier: Rectify Outliers in Few-shot Learning Via Test-time Augmentation, by Yunwei Bai et al.
FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentationby Yunwei Bai, Ying Kiat Tan, Shiming…
Summary of Nuner: Entity Recognition Encoder Pre-training Via Llm-annotated Data, by Sergei Bogdanov et al.
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Databy Sergei Bogdanov, Alexandre Constantin, Timothée Bernard, Benoit…
Summary of Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?, by Nader Asadi et al.
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?by Nader Asadi, Mahdi Beitollahi, Yasser Khalil, Yinchuan…