Title
Learning the Efficient Frontier Philippe Chatigny Ivan Sergienko Ryan Ferguson Jordan Weir Maxime Bergeron 19 1 0 27 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming Liu Bing Qin Ting Liu LRM AI4CE 37 156 0 27 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 23 12 0 26 Sep 2023
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention Z. Yao Xiaoxia Wu Conglong Li Minjia Zhang Heyang Qi Olatunji Ruwase A. A. Awan Samyam Rajbhandari Yuxiong He 39 11 0 25 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Joey Tianyi Zhou LLMAG LRM 40 126 0 22 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 50 344 0 21 Sep 2023
Boolformer: Symbolic Regression of Logic Functions with Transformers Stéphane dÁscoli Samy Bengio Josh Susskind Emmanuel Abbe 29 5 0 21 Sep 2023
LPML: LLM-Prompting Markup Language for Mathematical Reasoning Ryutaro Yamauchi Sho Sonoda Akiyoshi Sannai Wataru Kumagai KELM LRM 44 16 0 21 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 30 14 0 20 Sep 2023
Chain-of-Thought Reasoning is a Policy Improvement Operator Hugh Zhang David C. Parkes ReLM LM&Ro LRM 31 12 0 15 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 85 369 0 11 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zheng Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 44 53 0 06 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 38 12 0 01 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 29 65 0 31 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 40 102 0 24 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 57 15 0 23 Aug 2023
How susceptible are LLMs to Logical Fallacies? Amirreza Payandeh Dan Pluth Jordan Hosier Xuesu Xiao V. Gurbani LLMAG LRM ELM 38 17 0 18 Aug 2023
Probabilistic Results on the Architecture of Mathematical Reasoning Aligned by Cognitive Alternation Minzheng Li Xiangzhong Fang Haixin Yang AIMat AI4CE 18 0 0 17 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification Aojun Zhou Ke Wang Zimu Lu Weikang Shi Sichun Luo ... Shaoqing Lu Anya Jia Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM 36 146 0 15 Aug 2023
Platypus: Quick, Cheap, and Powerful Refinement of LLMs Ariel N. Lee Cole J. Hunter Nataniel Ruiz ALM ObjD 34 136 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 290 0 14 Aug 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Yong Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong-jia Jiang RALM ALM LRM 38 50 0 14 Aug 2023
A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology Sean Wu Michael Koo L. Blum A. Black Liyo Kao Fabien Scalzo Ira Kurtz LM&MA ELM AI4MH 26 42 0 09 Aug 2023
NEOLAF, an LLM-powered neural-symbolic cognitive architecture Richard Tong Cassie Chen Cao Timothy Xueqian Lee Guodong Zhao Ray Wan ... Xiangen Hu Robin Schmucker Jinsheng Pan Julian Quevedo Yu Lu 22 1 0 08 Aug 2023
Simple synthetic data reduces sycophancy in large language models Jerry W. Wei Da Huang Yifeng Lu Denny Zhou Quoc V. Le 38 69 0 07 Aug 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems Vedant Gaur Nikunj Saunshi ReLM LRM 35 26 0 03 Aug 2023
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Zheng Yuan Hongyi Yuan Cheng Li Guanting Dong Keming Lu Chuanqi Tan Chang Zhou Jingren Zhou LRM ALM 33 170 0 03 Aug 2023
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models Jiaao Chen Xiaoman Pan Dian Yu Kaiqiang Song Xiaoyang Wang Dong Yu Jianshu Chen ReLM LRM 21 24 0 01 Aug 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 35 1,116 0 28 Jul 2023
ARB: Advanced Reasoning Benchmark for Large Language Models Tomohiro Sawada Daniel Paleka Alexander Havrilla Pranav Tadepalli Paula Vidas Alexander Kranias John J. Nay Kshitij Gupta Aran Komatsuzaki ELM LRM 45 37 0 25 Jul 2023
FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios Ethan Chern Steffi Chern Shiqi Chen Weizhe Yuan Kehua Feng Chunting Zhou Junxian He Graham Neubig Pengfei Liu HILM 32 194 0 25 Jul 2023
The Two Faces of AI in Green Mobile Computing: A Literature Review Wander Siemers June Sallou Luís Cruz 24 1 0 21 Jul 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 29 0 0 20 Jul 2023
A mixed policy to improve performance of language models on math problems Gang Chen ReLM MoE LRM 30 0 0 17 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 54 63 0 16 Jul 2023
Large Language Models Michael R Douglas LLMAG LM&MA 56 568 0 11 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 31 16 0 11 Jul 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 61 186 0 10 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 39 136 0 06 Jul 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 63 197 0 05 Jul 2023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners Allen Z. Ren Anushri Dixit Alexandra Bodrova Sumeet Singh Stephen Tu ... Jacob Varley Zhenjia Xu Dorsa Sadigh Andy Zeng Anirudha Majumdar LM&Ro 64 220 0 04 Jul 2023
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 30 1 0 02 Jul 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu Yong Cheng Zhiruo Wang Vivek Kumar Wolfgang Macherey ... Yonatan Bisk Ming Yang Kevin Patrick Murphy Alexander G. Hauptmann Lu Jiang MLLM 22 50 0 30 Jun 2023
Asynchronous Algorithmic Alignment with Cocycles Andrew Dudzik Tamara von Glehn Razvan Pascanu Petar Velivcković 33 9 0 27 Jun 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 38 216 0 27 Jun 2023
Length Generalization in Arithmetic Transformers Samy Jelassi Stéphane dÁscoli Carles Domingo-Enrich Yuhuai Wu Yuan-Fang Li Franccois Charton 30 39 0 27 Jun 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 40 25 0 26 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 38 16 0 25 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 36 10 0 23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 33 217 0 23 Jun 2023