Research Papers

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Can LLMs Help Verify Math Solutions?

Bofei Gao|Zefan Cai|Runxin Xu|Peiyi Wang|Ce Zheng|Runji Lin|Keming Lu|Dayiheng Liu|Chang Zhou|Wen Xiao|Junjie Hu|Tianyu Liu|Baobao Chang

Why Your AI Forgets What It Learned (and How to Fix It)

Xisen Jin|Xiang Ren

This 7B AI Model Outperforms GPT-4 on Crypto Market Predictions

Ying Zhang|Matthieu Petit Guillaume|Aurélien Krauth|Manel Labidi

Unlocking the Secrets of Large Time Series Models

Yu-Neng Chuang|Songchen Li|Jiayi Yuan|Guanchu Wang|Kwei-Herng Lai|Leisheng Yu|Sirui Ding|Chia-Yuan Chang|Qiaoyu Tan|Daochen Zha|Xia Hu

Unlocking AI’s Potential: How Model Size Affects Conversational Game Play

Nidhir Bhavsar|Jonathan Jordan|Sherzod Hakimov|David Schlangen

Making LLMs Faster: How SmartSpec is Revolutionizing AI Inference

Xiaoxuan Liu|Cade Daniel|Langxiang Hu|Woosuk Kwon|Zhuohan Li|Xiangxi Mo|Alvin Cheung|Zhijie Deng|Ion Stoica|Hao Zhang

Supercharging LLMs: How ReaLHF Makes RLHF Training Faster

Zhiyu Mei|Wei Fu|Kaiwei Li|Guangju Wang|Huanchen Zhang|Yi Wu

Human-Robot Teamwork: How LLMs Are Learning Complex Tasks

Haokun Liu|Yaonan Zhu|Kenji Kato|Atsushi Tsukahara|Izumi Kondo|Tadayoshi Aoyama|Yasuhisa Hasegawa

Is Your AI Leaking Secrets? Dye Testing Reveals Hidden Data Flows

Shu Wang|Kun Sun|Yan Zhai

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