LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Modelsby Yifan Yang, Jiajun…
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinementsby Alex…
Exploring Precision and Recall to assess the quality and diversity of LLMsby Florian Le Bronnec,…
PAL: Proxy-Guided Black-Box Attack on Large Language Modelsby Chawin Sitawarin, Norman Mu, David Wagner, Alexandre…
Learn To be Efficient: Build Structured Sparsity in Large Language Modelsby Haizhong Zheng, Xiaoyan Bai,…
Limits of Transformer Language Models on Learning to Compose Algorithmsby Jonathan Thomm, Giacomo Camposampiero, Aleksandar…
Accurate LoRA-Finetuning Quantization of LLMs via Information Retentionby Haotong Qin, Xudong Ma, Xingyu Zheng, Xiaoyang…
AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformersby Reduan Achtibat, Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer,…
Illuminate: A novel approach for depression detection with explainable analysis and proactive therapy using prompt…
Fine-Tuned Language Models Generate Stable Inorganic Materials as Textby Nate Gruver, Anuroop Sriram, Andrea Madotto,…