Summary of Mind the Privacy Unit! User-level Differential Privacy For Language Model Fine-tuning, by Lynn Chua et al.
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuningby Lynn Chua, Badih Ghazi,…
Summary of Fvel: Interactive Formal Verification Environment with Large Language Models Via Theorem Proving, by Xiaohan Lin et al.
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Provingby Xiaohan Lin, Qingxing…
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 Hight: Hierarchical Graph Tokenization For Graph-language Alignment, by Yongqiang Chen et al.
HIGHT: Hierarchical Graph Tokenization for Graph-Language Alignmentby Yongqiang Chen, Quanming Yao, Juzheng Zhang, James Cheng,…
Summary of Demystifying Language Model Forgetting with Low-rank Example Associations, by Xisen Jin et al.
Demystifying Language Model Forgetting with Low-rank Example Associationsby Xisen Jin, Xiang RenFirst submitted to arxiv…
Summary of Towards Infinite-long Prefix in Transformer, by Yingyu Liang et al.
Towards Infinite-Long Prefix in Transformerby Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun YangFirst submitted to…
Summary of Text Serialization and Their Relationship with the Conventional Paradigms Of Tabular Machine Learning, by Kyoka Ono et al.
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learningby Kyoka Ono,…
Summary of On the Utility Of Domain-adjacent Fine-tuned Model Ensembles For Few-shot Problems, by Md Ibrahim Ibne Alam et al.
On the Utility of Domain-Adjacent Fine-Tuned Model Ensembles for Few-shot Problemsby Md Ibrahim Ibne Alam,…
Summary of Genai-bench: Evaluating and Improving Compositional Text-to-visual Generation, by Baiqi Li et al.
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generationby Baiqi Li, Zhiqiu Lin, Deepak Pathak, Jiayao Li,…
Summary of Self-play with Execution Feedback: Improving Instruction-following Capabilities Of Large Language Models, by Guanting Dong et al.
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Modelsby Guanting Dong, Keming Lu,…