Certification for Differentially Private Prediction in Gradient-Based Trainingby Matthew Wicker, Philip Sosnin, Igor Shilov, Adrianna…
Synthetic Context Generation for Question Generationby Naiming Liu, Zichao Wang, Richard BaraniukFirst submitted to arxiv…
MaskPure: Improving Defense Against Text Adversaries with Stochastic Purificationby Harrison Gietz, Jugal KalitaFirst submitted to…
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Modelsby Dongwon Jo, Taesu Kim, Yulhwa…
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breakingby Ryo Karakida, Toshihiro Ota, Masato TakiFirst submitted…
LiLiuM: eBay’s Large Language Models for e-commerceby Christian Herold, Michael Kozielski, Leonid Ekimov, Pavel Petrushkov,…
GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanationsby Rick Wilming, Artur…
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agentsby Weizhe Chen, Sven Koenig,…
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-trainingby David Brandfonbrener, Hanlin Zhang, Andreas…
A Comprehensive Survey of Foundation Models in Medicineby Wasif Khan, Seowung Leem, Kyle B. See,…