Summary of Refine Large Language Model Fine-tuning Via Instruction Vector, by Gangwei Jiang et al.
Refine Large Language Model Fine-tuning via Instruction Vectorby Gangwei Jiang, Zhaoyi Li, Defu Lian, Ying…
Summary of How Far Can In-context Alignment Go? Exploring the State Of In-context Alignment, by Heyan Huang et al.
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignmentby Heyan Huang, Yinghao…
Summary of Program Synthesis Benchmark For Visual Programming in Xlogoonline Environment, by Chao Wen et al.
Program Synthesis Benchmark for Visual Programming in XLogoOnline Environmentby Chao Wen, Jacqueline Staub, Adish SinglaFirst…
Summary of Preserving Knowledge in Large Language Model with Model-agnostic Self-decompression, by Zilun Zhang et al.
Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompressionby Zilun Zhang, Yutao Sun, Tiancheng Zhao,…
Summary of Fusion Makes Perfection: An Efficient Multi-grained Matching Approach For Zero-shot Relation Extraction, by Shilong Li et al.
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extractionby Shilong Li, Ge…
Summary of Instructcmp: Length Control in Sentence Compression Through Instruction-based Large Language Models, by Juseon-do et al.
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Modelsby Juseon-Do, Jingun Kwon, Hidetaka…
Summary of Fine-tuning or Fine-failing? Debunking Performance Myths in Large Language Models, by Scott Barnett et al.
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Modelsby Scott Barnett, Zac Brannelly, Stefanus…
Summary of Step-level Value Preference Optimization For Mathematical Reasoning, by Guoxin Chen et al.
Step-level Value Preference Optimization for Mathematical Reasoningby Guoxin Chen, Minpeng Liao, Chengxi Li, Kai FanFirst…
Summary of Explora: Parameter-efficient Extended Pre-training to Adapt Vision Transformers Under Domain Shifts, by Samar Khanna et al.
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shiftsby Samar Khanna, Medhanie Irgau,…
Summary of Unlocking Large Language Model’s Planning Capabilities with Maximum Diversity Fine-tuning, by Wenjun Li et al.
Unlocking Large Language Model’s Planning Capabilities with Maximum Diversity Fine-tuningby Wenjun Li, Changyu Chen, Pradeep…