Title
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 682 0 26 Apr 2023
Multimodal Grounding for Embodied AI via Augmented Reality Headsets for Natural Language Driven Task Planning Selma Wanna Fabian Parra R. Valner Karl Kruusamäe Mitch Pryor LM&Ro 65 2 0 26 Apr 2023
AI-assisted coding: Experiments with GPT-4 R. Poldrack Thomas Lu Gašper Beguš ALM 48 73 0 25 Apr 2023
Unstructured and structured data: Can we have the best of both worlds with large language models? W. Tan 77 1 0 25 Apr 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran Tomer Wolfson Ben Bogin Uri Katz Daniel Deutch Jonathan Berant ReLM LRM KELM 100 101 0 25 Apr 2023
A Closer Look at Reward Decomposition for High-Level Robotic Explanations Wenhao Lu Xufeng Zhao S. Magg M. Gromniak Mengdi Li S. Wermter 94 7 0 25 Apr 2023
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation Nan-Jiang Jiang Chenhao Tan M. Marneffe 60 3 0 24 Apr 2023
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology Yixing Huang A. Gomaa S. Semrau M. Haderlein S. Lettmaier ... L. Distel Andreas Maier R. Fietkau Christoph Bert F. Putz ELM LM&MA AI4MH 73 9 0 24 Apr 2023
ChatLLM Network: More brains, More intelligence Rui Hao Linmei Hu Weijian Qi Qingliu Wu Yirui Zhang Liqiang Nie LLMAG ALM LRM 80 37 0 24 Apr 2023
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 85 21 0 23 Apr 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 126 167 0 23 Apr 2023
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 101 17 0 23 Apr 2023
Boosting Theory-of-Mind Performance in Large Language Models via Prompting Shima Rahimi Moghaddam C. Honey LLMAG LRM AI4CE 97 83 0 22 Apr 2023
EEE, Remediating the failure of machine learning models via a network-based optimization patch Ruiyuan Kang D. Kyritsis P. Liatsis 118 0 0 22 Apr 2023
Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers Felipe Urrutia R. Araya 61 3 0 21 Apr 2023
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT Tianyang Zhong Yaonai Wei Li Yang Zihao Wu Zheng Liu ... Xi Jiang Jun-Feng Han Dinggang Shen Tianming Liu Tuo Zhang LRM 78 29 0 21 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 123 356 0 21 Apr 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 111 50 0 21 Apr 2023
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 112 56 0 20 Apr 2023
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Min Zhang Jörg Tiedemann AI4MH ALM 86 29 0 20 Apr 2023
Analyzing FOMC Minutes: Accuracy and Constraints of Language Models Wonseong Kim J. Spörer Siegfried Handschuh 39 6 0 20 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 150 325 0 19 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 113 106 0 19 Apr 2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Qiao Jin Yifan Yang Qingyu Chen Zhiyong Lu LM&MA LLMAG 61 155 0 19 Apr 2023
Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models Stephen Brade Bryan Wang Maurício Sousa Sageev Oore Tovi Grossman MLLM DiffM 77 94 0 18 Apr 2023
Creating Large Language Model Resistant Exams: Guidelines and Strategies Simon Larsén ELM 52 4 0 18 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 66 39 0 18 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 68 42 0 18 Apr 2023
Learning to Compress Prompts with Gist Tokens Jesse Mu Xiang Lisa Li Noah D. Goodman VLM 129 227 0 17 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 144 222 0 17 Apr 2023
In-Context Operator Learning with Data Prompts for Differential Equation Problems Liu Yang Siting Liu Tingwei Meng Stanley J. Osher 132 65 0 17 Apr 2023
Chain of Thought Prompt Tuning in Vision Language Models Jiaxin Ge Hongyin Luo Siyuan Qian Yulu Gan Jie Fu Shanghang Zhang VLM LRM MLLM 109 29 0 16 Apr 2023
VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping Zheng Zhang Jie Ying Gao Ranjodh Singh Dhaliwal Toby Jia-Jun Li 91 95 0 16 Apr 2023
Solving Math Word Problems by Combining Language Models With Symbolic Solvers Joy He-Yueya Gabriel Poesia Rose E. Wang Noah D. Goodman 83 121 0 16 Apr 2023
ArguGPT: evaluating, understanding and identifying argumentative essays generated by GPT models Yikang Liu Ziyin Zhang Wanyang Zhang Shisen Yue Xiaojing Zhao Xinyuan Cheng Yiwen Zhang Hai Hu DeLMO 103 54 0 16 Apr 2023
Just Tell Me: Prompt Engineering in Business Process Management Kiran Busch Alexander Rochlitzer Diana Sola Henrik Leopold 86 29 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Boyao Wang Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 115 470 0 13 Apr 2023
Segment Everything Everywhere All at Once Xueyan Zou Jianwei Yang Hao Zhang Feng Li Linjie Li Jianfeng Wang Lijuan Wang Jianfeng Gao Yong Jae Lee MLLM VLM 113 491 0 13 Apr 2023
"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu Advait Sarkar Carina Negreanu B. Zorn Jack Williams N. Toronto Andrew D. Gordon 89 111 0 13 Apr 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 133 550 0 13 Apr 2023
Language Instructed Reinforcement Learning for Human-AI Coordination Hengyuan Hu Dorsa Sadigh LM&Ro 96 64 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 98 17 0 12 Apr 2023
Evaluation of ChatGPT Model for Vulnerability Detection Anton Cheshkov Pavel Zadorozhny Rodion Levichev 38 72 0 12 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 70 43 0 12 Apr 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 94 27 0 12 Apr 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 97 84 0 11 Apr 2023
ChemCrow: Augmenting large-language models with chemistry tools Andres M Bran Sam Cox Oliver Schilter Carlo Baldassari Andrew D. White P. Schwaller LLMAG 178 403 0 11 Apr 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT Haoran Li Dadi Guo Wei Fan Mingshi Xu Jie Huang Fanpu Meng Yangqiu Song SILM 109 351 0 11 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 137 711 0 11 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 106 26 0 10 Apr 2023