Title
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 16 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 22 65 0 07 Aug 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems Vedant Gaur Nikunj Saunshi ReLM LRM 10 25 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 25 159 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 19 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-Tao Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 22 1,086 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 29 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 19 190 0 25 Jul 2023
The Two Faces of AI in Green Mobile Computing: A Literature Review Wander Siemers June Sallou Luís Cruz 19 1 0 21 Jul 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 19 0 0 20 Jul 2023
A mixed policy to improve performance of language models on math problems Gang Chen ReLM MoE LRM 8 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 29 62 0 16 Jul 2023
Large Language Models Michael R Douglas LLMAG LM&MA 33 555 0 11 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 29 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 39 183 0 10 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 21 135 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 35 192 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 36 219 0 04 Jul 2023
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 15 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 20 49 0 30 Jun 2023
Asynchronous Algorithmic Alignment with Cocycles Andrew Dudzik Tamara von Glehn Razvan Pascanu Petar Velivcković 26 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 12 207 0 27 Jun 2023
Length Generalization in Arithmetic Transformers Samy Jelassi Stéphane dÁscoli Carles Domingo-Enrich Yuhuai Wu Yuan-Fang Li Franccois Charton 15 38 0 27 Jun 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 11 25 0 26 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 31 15 0 25 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 22 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 20 211 0 23 Jun 2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving Wayne Xin Zhao Kun Zhou Beichen Zhang Zheng Gong Zhipeng Chen ... Ji-Rong Wen Jing Sha Shijin Wang Cong Liu Guoping Hu MoE LRM 42 5 0 19 Jun 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 112 69 0 19 Jun 2023
Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models Sarah J. Zhang Samuel H. Florin Ariel N. Lee Eamon Niknafs Andrei Marginean ... Madeleine Udell Yoon Kim Tonio Buonassisi Armando Solar-Lezama Iddo Drori ELM 26 18 0 15 Jun 2023
Revealing the structure of language model capabilities Ryan Burnell Hank Hao Andrew R. A. Conway José Hernández Orallo ELM 37 18 0 14 Jun 2023
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models Soochan Lee Gunhee Kim ReLM LRM 25 26 0 12 Jun 2023
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance Qianqian Xie Weiguang Han Xiao Zhang Yanzhao Lai Min Peng Alejandro Lopez-Lira Jimin Huang ALM 10 133 0 08 Jun 2023
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models Wenxuan Zhang Sharifah Mahani Aljunied Chang Gao Yew Ken Chia Lidong Bing ELM 21 81 0 08 Jun 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 36 12 0 07 Jun 2023
A survey of Generative AI Applications Roberto Gozalo-Brizuela Eduardo C. Garrido-Merchán 3DV MedIm 21 80 0 05 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew S. Lan LRM 11 15 0 01 Jun 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 16 855 0 31 May 2023
Do Large Language Models Know What They Don't Know? Zhangyue Yin Qiushi Sun Qipeng Guo Jiawen Wu Xipeng Qiu Xuanjing Huang ELM AI4MH 19 148 0 29 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 36 178 0 29 May 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 29 3 0 27 May 2023
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance Yao Fu Litu Ou Mingyu Chen Yuhao Wan Hao-Chun Peng Tushar Khot LLMAG ELM LRM ReLM 33 109 0 26 May 2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng Sadao Kurohashi KELM LRM 11 23 0 26 May 2023
Emergent Agentic Transformer from Chain of Hindsight Experience Hao Liu Pieter Abbeel OffRL 17 25 0 26 May 2023
Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving Xueliang Zhao Wenda Li Lingpeng Kong 25 28 0 25 May 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples Abulhair Saparov Richard Yuanzhe Pang Vishakh Padmakumar Nitish Joshi Seyed Mehran Kazemi Najoung Kim He He ELM LRM 19 83 0 24 May 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis Alessandro Stolfo Yonatan Belinkov Mrinmaya Sachan MILM KELM LRM 33 47 0 24 May 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 13 1 0 24 May 2023
RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning Alexander Scarlatos Andrew S. Lan OffRL LRM 21 20 0 23 May 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement Zhiheng Xi Senjie Jin Yuhao Zhou Rui Zheng Songyang Gao Tao Gui Qi Zhang Xuanjing Huang ReLM LRM 25 44 0 23 May 2023