Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learningby Yuheng Zhang, Dian…
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMsby Sheridan Feucht, David Atkinson,…
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweightingby Rui Pan, Jipeng Zhang, Xingyuan Pan, Renjie…
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuningby Yifan Yang, Kai Zhen,…
ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMsby Ahmed Heakl, Youssef Zaghloul, Mennatullah…
Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradientsby Aashiq Muhamed, Oscar Li, David…
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Modelby Feijie Wu, Zitao Li, Yaliang…
Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errorsby Vikas Yadav, Zheng…
Large Language Models Assume People are More Rational than We Really areby Ryan Liu, Jiayi…
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Modelsby Yash Akhauri, Ahmed F AbouElhamayed, Jordan Dotzel,…