Research Papers

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Can AI Conquer Complex Math? LLMs Tackle 5 Unknowns

Kuei-Chun Kao|Ruochen Wang|Cho-Jui Hsieh

Unlocking SQL with Lucy: How AI Masters Complex Databases

Nina Narodytska|Shay Vargaftik

GPT-4 Powered ReBL Automates Android Bug Reproduction

Dingbang Wang|Yu Zhao|Sidong Feng|Zhaoxu Zhang|William G. J. Halfond|Chunyang Chen|Xiaoxia Sun|Jiangfan Shi|Tingting Yu

Hunting Cloud Threats: How LLMs Can Automate Security

Yuval Schwartz|Lavi Benshimol|Dudu Mimran|Yuval Elovici|Asaf Shabtai

Can AI Decipher Finnish? LLMs Fail Complex Word Test

Anssi Moisio|Mathias Creutz|Mikko Kurimo

Train a 7B LLM on a Single RTX 4060 Ti? Q-GaLore Shows How

Zhenyu Zhang|Ajay Jaiswal|Lu Yin|Shiwei Liu|Jiawei Zhao|Yuandong Tian|Zhangyang Wang

Unlocking AI's Black Box: Making Evolution Strategies Explainable

Jill Baumann|Oliver Kramer

Unlocking Math Power in Small LLMs: The Skywork-Math Leap

Liang Zeng|Liangjun Zhong|Liang Zhao|Tianwen Wei|Liu Yang|Jujie He|Cheng Cheng|Rui Hu|Yang Liu|Shuicheng Yan|Han Fang|Yahui Zhou

Can AI Really Be Confident? The Truth About LLM Certainty

Geoff Keeling|Winnie Street

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