University of California, Berkeley（加州大学伯克利分校）

2410.12851 2025-04-22 cs.CL cs.AI

VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models

Lisa Dunlap, Krishna Mandal, Trevor Darrell, Jacob Steinhardt, Joseph E Gonzalez

机构 * UC Berkeley（加州大学伯克利分校）

Comments unironic use of the word 'vibe', added more analysis and cooler graphs. added website link

2407.16741 2025-04-22 cs.SE cs.AI cs.CL

OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig

机构 * UIUC（伊利诺伊大学香槟分校）； CMU（卡内基梅隆大学）； Yale（耶鲁大学）； UC Berkeley（加州大学伯克利分校）； Contextual AI（上下文AI）； KAUST（科威特大学）； ANU（澳大利亚国立大学）； HCMUT（胡志明市理工大学）； Alibaba（阿里巴巴）； All Hands AI（所有手AI）

Comments Accepted by ICLR 2025; Code: https://github.com/All-Hands-AI/OpenHands

2407.11274 2025-04-22 cs.LG cs.CR stat.ML

Private Estimation when Data and Privacy Demands are Correlated

Syomantak Chaudhuri, Thomas A. Courtade

机构 * UC Berkeley, USA（加州大学伯克利分校）

Comments Updated version, accepted at FORC'25

2504.13587 2025-04-21 cs.HC cs.AI

RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines

Quentin Romero Lauro, Shreya Shankar, Sepanta Zeighami, Aditya Parameswaran

机构 * University of Pittsburgh（匹兹堡大学）； UC Berkeley（加州大学伯克利分校）

Comments 15 pages, 7 figures, 2 tables

2504.13292 2025-04-21 cs.LG stat.ML

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model

Zhiwei Xu, Zhiyu Ni, Yixin Wang, Wei Hu

机构 * University of Michigan（密歇根大学）； University of California, Berkeley（加州大学伯克利分校）

Comments ICLR 2025