Summary of Understanding Finetuning For Factual Knowledge Extraction, by Gaurav Ghosal et al.
Understanding Finetuning for Factual Knowledge Extractionby Gaurav Ghosal, Tatsunori Hashimoto, Aditi RaghunathanFirst submitted to arxiv…
Summary of Exploring Design Choices For Building Language-specific Llms, by Atula Tejaswi et al.
Exploring Design Choices for Building Language-Specific LLMsby Atula Tejaswi, Nilesh Gupta, Eunsol ChoiFirst submitted to…
Summary of Information Guided Regularization For Fine-tuning Language Models, by Mandar Sharma et al.
Information Guided Regularization for Fine-tuning Language Modelsby Mandar Sharma, Nikhil Muralidhar, Shengzhe Xu, Raquib Bin…
Summary of Presto: Progressive Pretraining Enhances Synthetic Chemistry Outcomes, by He Cao and Yanjun Shao and Zhiyuan Liu and Zijing Liu and Xiangru Tang and Yuan Yao and Yu Li
PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomesby He Cao, Yanjun Shao, Zhiyuan Liu, Zijing Liu,…
Summary of Bioscan-5m: a Multimodal Dataset For Insect Biodiversity, by Zahra Gharaee et al.
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversityby Zahra Gharaee, Scott C. Lowe, ZeMing Gong, Pablo…
Summary of Learning Sum Of Diverse Features: Computational Hardness and Efficient Gradient-based Training For Ridge Combinations, by Kazusato Oko et al.
Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinationsby Kazusato…
Summary of Datacomp-lm: in Search Of the Next Generation Of Training Sets For Language Models, by Jeffrey Li et al.
DataComp-LM: In search of the next generation of training sets for language modelsby Jeffrey Li,…
Summary of Few-shot Recognition Via Stage-wise Retrieval-augmented Finetuning, by Tian Liu et al.
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuningby Tian Liu, Huixin Zhang, Shubham Parashar, Shu KongFirst submitted…
Summary of Probing the Decision Boundaries Of In-context Learning in Large Language Models, by Siyan Zhao et al.
Probing the Decision Boundaries of In-context Learning in Large Language Modelsby Siyan Zhao, Tung Nguyen,…
Summary of Data Shapley in One Training Run, by Jiachen T. Wang et al.
Data Shapley in One Training Runby Jiachen T. Wang, Prateek Mittal, Dawn Song, Ruoxi JiaFirst…