Title
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 54 15 0 10 Apr 2023
Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study Zengzhi Wang Qiming Xie Yi Feng Zixiang Ding Zinong Yang Rui Xia AI4MH LLMAG 104 157 0 10 Apr 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 95 53 0 09 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 83 84 0 09 Apr 2023
Why think step by step? Reasoning emerges from the locality of experience Ben Prystawski Michael Y. Li Noah D. Goodman LRM ReLM 87 107 0 07 Apr 2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions Sarah Fakhoury Saikat Chakraborty Madan Musuvathi Shuvendu K. Lahiri 60 22 0 07 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 263 0 07 Apr 2023
Interpretable Unified Language Checking Tianhua Zhang Hongyin Luo Yung-Sung Chuang Wei Fang Luc Gaitskell Thomas Hartvigsen Xixin Wu D. Fox Helen M. Meng James R. Glass 75 22 0 07 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 422 1,991 0 07 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 116 61 0 06 Apr 2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark Alexander Pan Chan Jun Shern Andy Zou Nathaniel Li Steven Basart Thomas Woodside Jonathan Ng Hanlin Zhang Scott Emmons Dan Hendrycks 111 136 0 06 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 234 625 0 06 Apr 2023
When do you need Chain-of-Thought Prompting for ChatGPT? Jiuhai Chen Lichang Chen Heng Huang Dinesh Manocha LRM KELM ReLM ELM 71 44 0 06 Apr 2023
Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification Shan Chen Yingya Li Sheng Lu Hoang Van Hugo J. W. L. Aerts G. Savova Danielle S. Bitterman LM&MA AI4MH ELM 69 47 0 05 Apr 2023
How to Design Translation Prompts for ChatGPT: An Empirical Study Yuan Gao Ruili Wang Feng Hou 69 46 0 05 Apr 2023
Geotechnical Parrot Tales (GPT): Harnessing Large Language Models in geotechnical engineering Krishna Kumar LLMAG AI4CE 37 12 0 04 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 134 182 0 04 Apr 2023
Using Language Models For Knowledge Acquisition in Natural Language Reasoning Problems Fangzhen Lin Ziyi Shou Chengcai Chen LRM ReLM 41 3 0 04 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 80 6 0 04 Apr 2023
Chain-of-Thought Predictive Control Zhiwei Jia Vineet Thumuluri Fangchen Liu Ling-Hao Chen Zhiao Huang H. Su LM&Ro 145 20 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 103 116 0 02 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 63 35 0 02 Apr 2023
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? Arjun Majumdar Karmesh Yadav Sergio Arnaud Yecheng Jason Ma Claire Chen ... Dhruv Batra Yixin Lin Oleksandr Maksymets Aravind Rajeswaran Franziska Meier LM&Ro 73 185 0 31 Mar 2023
Self-Supervised Multimodal Learning: A Survey Yongshuo Zong Oisin Mac Aodha Timothy M. Hospedales SSL 125 50 0 31 Mar 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Md Tahmid Rahman Laskar Mizanur Rahman Israt Jahan Enamul Hoque J. Huang 79 9 0 31 Mar 2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations Jungo Kasai Y. Kasai Keisuke Sakaguchi Yutaro Yamada Dragomir R. Radev LM&MA ELM 66 107 0 31 Mar 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 67 29 0 31 Mar 2023
AceCoder: Utilizing Existing Code to Enhance Code Generation Jia Li Yunfei Zhao Yongming Li Ge Li Zhi Jin 66 28 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 145 519 0 31 Mar 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 212 1,688 0 30 Mar 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 145 913 0 30 Mar 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 246 853 0 30 Mar 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 168 374 0 30 Mar 2023
Synthesis of Mathematical programs from Natural Language Specifications G. Prasath Shirish S. Karande 77 9 0 30 Mar 2023
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents Varun Nair Elliot Schumacher Geoffrey Tso Anitha Kannan VLM 71 64 0 30 Mar 2023
Evaluating GPT-3.5 and GPT-4 Models on Brazilian University Admission Exams Desnes Nunes Ricardo Primi Ramon Pires R. Lotufo Rodrigo Nogueira ELM 42 34 0 29 Mar 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 117 201 0 29 Mar 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 228 1,215 0 29 Mar 2023
Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks Haoqi Yuan Chi Zhang Hongchen Wang Feiyang Xie Penglin Cai Hao Dong Zongqing Lu LM&Ro LLMAG 119 23 0 29 Mar 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 138 80 0 29 Mar 2023
Hierarchical Video-Moment Retrieval and Step-Captioning Abhaysinh Zala Jaemin Cho Satwik Kottur Xilun Chen Barlas Ouguz Yasher Mehdad Joey Tianyi Zhou 3DV 87 54 0 29 Mar 2023
Visual Chain-of-Thought Diffusion Models William Harvey Frank Wood DiffM VLM 84 8 0 28 Mar 2023
Training Language Models with Language Feedback at Scale Jérémy Scheurer Jon Ander Campos Tomasz Korbak Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 105 107 0 28 Mar 2023
Improving Code Generation by Training with Natural Language Feedback Angelica Chen Jérémy Scheurer Tomasz Korbak Jon Ander Campos Jun Shern Chan Samuel R. Bowman Kyunghyun Cho Ethan Perez SyDa ALM AI4CE 92 78 0 28 Mar 2023
When Brain-inspired AI Meets AGI Lin Zhao Lu Zhang Zihao Wu Yuzhong Chen Haixing Dai ... Xi Jiang Xiang Li Dajiang Zhu Dinggang Shen Tianming Liu AI4CE 73 91 0 28 Mar 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 122 17 0 28 Mar 2023
ChatGPT4PCG Competition: Character-like Level Generation for Science Birds Pittawat Taveekitworachai Febri Abdullah Mury F. Dewantoro R. Thawonmas Julian Togelius Jochen Renz 52 17 0 28 Mar 2023
ChatGPT as a Factual Inconsistency Evaluator for Text Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou ELM HILM ALM 92 80 0 27 Mar 2023
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 131 69 0 27 Mar 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 73 15 0 26 Mar 2023