Title
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 32 46 0 21 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 41 103 0 19 Apr 2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 47 69 0 19 Apr 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT Haoran Li Dadi Guo Wei Fan Mingshi Xu Jie Huang Fanpu Meng Yangqiu Song SILM 62 322 0 11 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 41 171 0 04 Apr 2023
GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors Dongyeop Jang Tae-Rim Yun Choong-Yeol Lee Young-Kyu Kwon Chang-Eop Kim ELM LM&MA 35 26 0 31 Mar 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 412 0 31 Mar 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 43 342 0 30 Mar 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 53 0 26 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 41 35 0 26 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 46 767 0 20 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models Bhargavi Paranjape Scott M. Lundberg Sameer Singh Hannaneh Hajishirzi Luke Zettlemoyer Marco Tulio Ribeiro KELM ReLM LRM 23 142 0 16 Mar 2023
How Many Demonstrations Do You Need for In-context Learning? Jiuhai Chen Lichang Chen Chen Zhu Dinesh Manocha LRM 24 39 0 14 Mar 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction Jiabang He Lei Wang Yingpeng Hu Ning Liu Hui-juan Liu Xingdong Xu Hengtao Shen MLLM 6 47 0 09 Mar 2023
Larger language models do in-context learning differently Jerry W. Wei Jason W. Wei Yi Tay Dustin Tran Albert Webson ... Xinyun Chen Hanxiao Liu Da Huang Denny Zhou Tengyu Ma ReLM LRM 49 354 0 07 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification Seungone Kim Se June Joo Yul Jang Hyungjoo Chae Jinyoung Yeo LRM 22 12 0 07 Mar 2023
MathPrompter: Mathematical Reasoning using Large Language Models Shima Imani Liang Du H. Shrivastava KELM ReLM LRM 20 194 0 04 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 64 12,368 0 27 Feb 2023
Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation Yue Xiang Dongyao Zhu Bowen Lei Dongkuan Xu Ruqi Zhang 26 5 0 27 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 31 121 0 23 Feb 2023
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP) Paulo Shakarian Abhinav Koyyalamudi Noel Ngu Lakshmivihari Mareedu 31 64 0 23 Feb 2023
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao AI4MH 66 238 0 19 Feb 2023
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark D. Ribeiro Shen Wang Xiaofei Ma He Zhu Rui Dong ... William Yang Wang Zhiheng Huang George Karypis Bing Xiang Dan Roth LRM ReLM 28 23 0 13 Feb 2023
Towards Agile Text Classifiers for Everyone Maximilian Mozes Jessica Hoffmann Katrin Tomanek Muhamed Kouate Nithum Thain Ann Yuan Tolga Bolukbasi Lucas Dixon 52 13 0 13 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 33 537 0 31 Jan 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 44 143 0 31 Jan 2023
Faithful Chain-of-Thought Reasoning Qing Lyu Shreya Havaldar Adam Stein Li Zhang D. Rao Eric Wong Marianna Apidianaki Chris Callison-Burch ReLM LRM 41 208 0 31 Jan 2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi Sid Mittal Deepak Ramachandran KELM 34 10 0 26 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 36 35 0 26 Jan 2023
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News Xingmeng Zhao Dan Schumacher Sashank Nalluri Xavier Walton Suhana Shrestha Anthony Rios 29 2 0 15 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 146 160 0 31 Dec 2022
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 47 42 0 21 Dec 2022
DePlot: One-shot visual language reasoning by plot-to-table translation Fangyu Liu Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier Yasemin Altun VLM ReLM LRM 27 89 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 32 586 0 20 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 29 31 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 71 311 0 19 Dec 2022
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 33 59 0 19 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Joey Tianyi Zhou Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 25 10 0 16 Dec 2022
Teaching Small Language Models to Reason Lucie Charlotte Magister Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn LRM AI4CE ReLM 42 248 0 16 Dec 2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning O. Yu. Golovneva Moya Chen Spencer Poff Martin Corredor Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ReLM LRM 34 139 0 15 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models Luca Beurer-Kellner Marc Fischer Martin Vechev LRM 48 95 0 12 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 49 4 0 07 Dec 2022
Improving Zero-shot Generalization and Robustness of Multi-modal Models Yunhao Ge Jie Jessie Ren Andrew Gallagher Yuxiao Wang Ming Yang Hartwig Adam Laurent Itti Balaji Lakshminarayanan Jiaping Zhao VLM 32 34 0 04 Dec 2022
Distilling Reasoning Capabilities into Smaller Language Models Kumar Shridhar Alessandro Stolfo Mrinmaya Sachan LRM ReLM 25 158 0 01 Dec 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 104 741 0 22 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 94 405 0 18 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 30 43 0 14 Nov 2022
Solving Math Word Problems via Cooperative Reasoning induced Language Models Xinyu Zhu Junjie Wang Lin Zhang Yuxiang Zhang Ruyi Gan Jiaxing Zhang Yujiu Yang ReLM LRM 30 76 0 28 Oct 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022