Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awarenessby Lars Hillebrand, Prabhupad Pradhan, Christian…
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipeby Alicja Ziarko, Albert Q. Jiang,…
On the Effects of Data Scale on UI Control Agentsby Wei Li, William Bishop, Alice…
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Modelsby Ding Huang, Ting…
FusionBench: A Comprehensive Benchmark of Deep Model Fusionby Anke Tang, Li Shen, Yong Luo, Han…
Computational Limits of Low-Rank Adaptation (LoRA) for Transformer-Based Modelsby Jerry Yao-Chieh Hu, Maojiang Su, En-Jui…
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Needby Martin…
From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generationby Ali…
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agentsby Yifei Wang, Dizhan Xue, Shengjie Zhang,…
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Rangesby Hoyong…