Title
SPRIG: Improving Large Language Model Performance by System Prompt Optimization Lechen Zhang Tolga Ergen Lajanugen Logeswaran Moontae Lee David Jurgens LRM 29 7 0 18 Oct 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems Nan Xu Xuezhe Ma LRM 21 3 0 18 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 57 2 0 14 Oct 2024
Thinking LLMs: General Instruction Following with Thought Generation Tianhao Wu Janice Lan Weizhe Yuan Jiantao Jiao Jason Weston Sainbayar Sukhbaatar LRM 16 12 0 14 Oct 2024
On the Modeling Capabilities of Large Language Models for Sequential Decision Making Martin Klissarov Devon Hjelm Alexander Toshev Bogdan Mazoure LM&Ro ELM OffRL LRM 21 2 0 08 Oct 2024
Rational Metareasoning for Large Language Models C. Nicolò De Sabbata T. Sumers Thomas L. Griffiths ReLM LRM 23 1 0 07 Oct 2024
Interpretable Contrastive Monte Carlo Tree Search Reasoning Zitian Gao Boye Niu Xuzheng He Haotian Xu Hongzhang Liu Aiwei Liu Xuming Hu Lijie Wen LRM 42 1 0 02 Oct 2024
Models Can and Should Embrace the Communicative Nature of Human-Generated Math Sasha Boguraev Ben Lipkin Leonie Weissweiler Kyle Mahowald 38 1 0 25 Sep 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie Juncheng Wu Haoqin Tu Siwei Yang Bingchen Zhao Yongshuo Zong Qiao Jin Cihang Xie Yuyin Zhou LM&MA ELM LRM 27 1 0 23 Sep 2024
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step Zezhong Wang Xingshan Zeng Weiwen Liu Yufei Wang Liangyou Li Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong LRM 40 3 0 23 Jun 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners Bowen Jiang Yangxinyu Xie Zhuoqun Hao Xiaomeng Wang Tanwi Mallick Weijie J. Su Camillo J. Taylor Dan Roth LRM 26 28 0 16 Jun 2024
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 38 38 0 04 May 2021