Title
Advancing Sequential Numerical Prediction in Autoregressive Models Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 62 3 0 19 May 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? An-Lan Wang Jingqun Tang Liao Lei Hao Feng Qi Liu ... Wen Liu Hao Liu Yang Liu Xiang Bai Can Huang 64 1 0 16 May 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 238 10 0 15 Apr 2025
Reasoning Models Can Be Effective Without Thinking Wenjie Ma Jingxuan He Charlie Snell Tyler Griggs Sewon Min Matei A. Zaharia ReLM LRM 80 36 1 14 Apr 2025
Vision as LoRA Han Wang Yongjie Ye Bingru Li Yuxiang Nie Jinghui Lu Jingqun Tang Yanjie Wang Can Huang 101 2 0 26 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 124 71 0 20 Mar 2025
EVE: Towards End-to-End Video Subtitle Extraction with Vision-Language Models Haiyang Yu Jinghui Lu Yanjie Wang Yang Li Han Wang Can Huang B. Li VLM 74 2 0 06 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 61 24 0 03 Mar 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 103 19 0 28 Feb 2025
Chain of Draft: Thinking Faster by Writing Less Silei Xu Wenhao Xie Lingxiao Zhao Pengcheng He AI4TS LRM 91 62 0 25 Feb 2025
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 153 101 0 18 Sep 2024
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding Jinghui Lu Haiyang Yu Yanjie Wang Yongjie Ye Jingqun Tang ... Qi Liu Hao Feng Han Wang Hao Liu Can Huang 92 23 0 02 Jul 2024
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering Jingqun Tang Qi-dong Liu Yongjie Ye Jinghui Lu Shubo Wei ... Yanjie Wang Yuliang Liu Hao Liu Xiang Bai Can Huang 86 28 0 20 May 2024
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 84 275 0 24 Jun 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 61 235 0 24 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 55 540 0 24 May 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 70 454 0 31 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 520 9,009 0 28 Jan 2022
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 85 690 0 01 Jul 2020
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 184 8,030 0 13 Aug 2016