Title
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Wentai Deng Xin Peng Xin Peng ALM ELM LRM 94 82 0 02 Aug 2023
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs Ben Lengerich Sebastian Bordt Harsha Nori M. Nunnally Y. Aphinyanaphongs Manolis Kellis Rich Caruana 69 10 0 02 Aug 2023
Arithmetic with Language Models: from Memorization to Computation Davide Maltoni Matteo Ferrara KELM LRM 97 7 0 02 Aug 2023
Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation Lea Krause Selene Báez Santamaría Michiel van der Meer Urja Khurana 69 3 0 02 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 83 2 0 02 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 148 44 0 01 Aug 2023
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning Ning Miao Yee Whye Teh Tom Rainforth ReLM LRM 83 135 0 01 Aug 2023
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Sirui Hong Mingchen Zhuge Jonathan Chen Xiawu Zheng Yuheng Cheng ... Liyang Zhou Chenyu Ran Lingfeng Xiao Chenglin Wu Jürgen Schmidhuber LLMAG AIFin 120 548 0 01 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 87 28 0 01 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 61 29 0 01 Aug 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 91 13 0 01 Aug 2023
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection Jun Yan Vikas Yadav Shiyang Li Lichang Chen Zheng Tang Hai Wang Vijay Srinivasan Xiang Ren Hongxia Jin SILM 100 104 0 31 Jul 2023
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment Saizhuo Wang Hang Yuan Leon Zhou L. Ni H. Shum Jian Guo 67 25 0 31 Jul 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 216 712 0 31 Jul 2023
LLMs4OL: Large Language Models for Ontology Learning Hamed Babaei Giglou Jennifer D'Souza Sören Auer 73 79 0 31 Jul 2023
Deception Abilities Emerged in Large Language Models Thilo Hagendorff LLMAG 95 89 0 31 Jul 2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks Kousik Rajesh Mrigank Raman M. A. Karim Pranit Chawla VLM 58 2 0 31 Jul 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 92 129 0 31 Jul 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? Qi Zhao Shijie Wang Ce Zhang Changcheng Fu Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun LM&Ro 137 51 0 31 Jul 2023
Distractor generation for multiple-choice questions with predictive prompting and large language models Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester LRM 41 12 0 30 Jul 2023
Language models as master equation solvers Chuanbo Liu Jin Wang 67 0 0 29 Jul 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 232 1,293 0 28 Jul 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines Matthew Barker Emma Kallina D. Ashok Katherine M. Collins Ashley Casovan Adrian Weller Ameet Talwalkar Valerie Chen Umang Bhatt 64 7 0 28 Jul 2023
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking David Bayani MLLM 77 6 0 28 Jul 2023
Matching Patients to Clinical Trials with Large Language Models Qiao Jin Zifeng Wang C. Floudas Fangyuan Chen Changlin Gong Dara Bracken-Clarke Elisabetta Xue Yifan Yang Jimeng Sun Zhiyong Lu LM&MA 112 107 0 27 Jul 2023
MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities Yongqian Li Tingwei Lu Hai-Tao Zheng Tianyu Yu Shulin Huang Haitao Zheng Rui Zhang Jun Yuan 95 11 0 27 Jul 2023
ChatGPT and Persuasive Technologies for the Management and Delivery of Personalized Recommendations in Hotel Hospitality Manolis Remountakis Konstantinos I. Kotis Babis Kourtzis G. Tsekouras 91 4 0 26 Jul 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla W. Mansoor 104 123 0 26 Jul 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 94 70 0 26 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 214 496 0 25 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 146 127 0 25 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 81 39 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 81 207 0 25 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 192 226 0 24 Jul 2023
Tachikuma: Understading Complex Interactions with Multi-Character and Novel Objects by Large Language Models Yuanzhi Liang Linchao Zhu Yezhou Yang LLMAG 58 4 0 24 Jul 2023
FinPT: Financial Risk Prediction with Profile Tuning on Pretrained Foundation Models Yuwei Yin Yazheng Yang Jian Yang Qi Liu 63 17 0 22 Jul 2023
Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts Mayug Maniparambil Chris Vorster D. Molloy N. Murphy Kevin McGuinness Noel E. O'Connor CLIP VLM MLLM 104 54 0 21 Jul 2023
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Zihan Guan Zihao Wu Zheng Liu Dufan Wu Hui Ren Quanzheng Li Xiang Li Ninghao Liu LM&MA 84 25 0 21 Jul 2023
Of Models and Tin Men: A Behavioural Economics Study of Principal-Agent Problems in AI Alignment using Large-Language Models S. Phelps Rebecca E. Ranson LLMAG 69 1 0 20 Jul 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha Mayee F. Chen Kush S. Bhatia Azalia Mirhoseini Frederic Sala Christopher Ré 78 4 0 20 Jul 2023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 134 108 0 20 Jul 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 74 14 0 20 Jul 2023
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models Xiaoxuan Wang Ziniu Hu Pan Lu Yanqiao Zhu Jieyu Zhang Satyen Subramaniam Arjun R. Loomba Shichang Zhang Yizhou Sun Wei Wang ELM LRM 71 114 0 20 Jul 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 49 0 0 20 Jul 2023
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting Rylan Schaeffer Kateryna Pistunova Samarth Khanna Sarthak Consul Oluwasanmi Koyejo ReLM LRM 69 11 0 20 Jul 2023
Instruction-following Evaluation through Verbalizer Manipulation Shiyang Li Jun Yan Hai Wang Zheng Tang Xiang Ren Vijay Srinivasan Hongxia Jin 106 27 0 20 Jul 2023
Can Instruction Fine-Tuned Language Models Identify Social Bias through Prompting? O. Dige Jacob-Junqi Tian David B. Emerson Faiza Khan Khattak ALM 57 5 0 19 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 42 2 0 19 Jul 2023
Android in the Wild: A Large-Scale Dataset for Android Device Control Christopher Rawles Alice Li Daniel Rodriguez Oriana Riva Timothy Lillicrap LM&Ro 141 169 0 19 Jul 2023