Summary of On the Convergence Of Zeroth-order Federated Tuning For Large Language Models, by Zhenqing Ling et al.
On the Convergence of Zeroth-Order Federated Tuning for Large Language Modelsby Zhenqing Ling, Daoyuan Chen,…
Summary of Gpt-4 Generated Narratives Of Life Events Using a Structured Narrative Prompt: a Validation Study, by Christopher J. Lynch et al.
GPT-4 Generated Narratives of Life Events using a Structured Narrative Prompt: A Validation Studyby Christopher…
Summary of Attention As Robust Representation For Time Series Forecasting, by Peisong Niu et al.
Attention as Robust Representation for Time Series Forecastingby PeiSong Niu, Tian Zhou, Xue Wang, Liang…
Summary of Towards Understanding Inductive Bias in Transformers: a View From Infinity, by Itay Lavie et al.
Towards Understanding Inductive Bias in Transformers: A View From Infinityby Itay Lavie, Guy Gur-Ari, Zohar…
Summary of Learning to Extract Structured Entities Using Language Models, by Haolun Wu et al.
Learning to Extract Structured Entities Using Language Modelsby Haolun Wu, Ye Yuan, Liana Mikaelyan, Alexander…
Summary of Legallens: Leveraging Llms For Legal Violation Identification in Unstructured Text, by Dor Bernsohn et al.
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Textby Dor Bernsohn, Gil Semo, Yaron…
Summary of Adaptive Inference: Theoretical Limits and Unexplored Opportunities, by Soheil Hor et al.
Adaptive Inference: Theoretical Limits and Unexplored Opportunitiesby Soheil Hor, Ying Qian, Mert Pilanci, Amin ArbabianFirst…
Summary of Cast: Clustering Self-attention Using Surrogate Tokens For Efficient Transformers, by Adjorn Van Engelenhoven et al.
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformersby Adjorn van Engelenhoven, Nicola Strisciuglio, EstefanÃa…
Summary of Provably Learning a Multi-head Attention Layer, by Sitan Chen et al.
Provably learning a multi-head attention layerby Sitan Chen, Yuanzhi LiFirst submitted to arxiv on: 6…
Summary of Attention Meets Post-hoc Interpretability: a Mathematical Perspective, by Gianluigi Lopardo et al.
Attention Meets Post-hoc Interpretability: A Mathematical Perspectiveby Gianluigi Lopardo, Frederic Precioso, Damien GarreauFirst submitted to…