Title
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 171 63 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 117 38 0 26 Mar 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 193 296 0 25 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 111 17 0 25 Mar 2023
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 140 53 0 24 Mar 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 92 112 0 24 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 150 232 0 24 Mar 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 78 0 0 23 Mar 2023
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey Tongzhou Mu H. Su OffRL 70 1 0 23 Mar 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 88 35 0 22 Mar 2023
Text2Motion: From Natural Language Instructions to Feasible Plans Kevin Qinghong Lin Christopher Agia Toki Migimatsu Marco Pavone Jeannette Bohg LM&Ro 130 284 0 21 Mar 2023
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense Andrei Kucharavy Z. Schillaci Loic Maréchal Maxime Wursch Ljiljana Dolamic Remi Sabonnadiere Dimitri Percia David Alain Mermoud Vincent Lenders ELM AI4CE 80 32 0 21 Mar 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Min Zhang LRM ReLM 74 27 0 21 Mar 2023
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering Yushi Hu Benlin Liu Jungo Kasai Yizhong Wang Mari Ostendorf Ranjay Krishna Noah A. Smith EGVM 79 239 0 21 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 114 140 0 21 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 111 109 0 20 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 96 56 0 20 Mar 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 117 397 0 20 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 143 1,328 0 20 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 156 812 0 20 Mar 2023
What does it take to catch a Chinchilla? Verifying Rules on Large-Scale Neural Network Training via Compute Monitoring Yonadav Shavit 80 23 0 20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq Joty 121 88 0 20 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data Carlos Gemmell Jeffrey Stephen Dalton LMTD 73 13 0 17 Mar 2023
Video Action Recognition with Attentive Semantic Units Yifei Chen Dapeng Chen Ruijin Liu Hao Li Wei Peng 66 11 0 17 Mar 2023
Towards the Scalable Evaluation of Cooperativeness in Language Models Alan Chan Maxime Riché Jesse Clifton LLMAG 81 7 0 16 Mar 2023
Multi-step planning with learned effects of partial action executions Hakan Aktas Utku Bozdoğan Emre Ugur 66 3 0 16 Mar 2023
Can Generative Pre-trained Transformers (GPT) Pass Assessments in Higher Education Programming Courses? Jaromír Šavelka Arav Agarwal Chris Bogart Yifan Song M. Sakr ELM 54 99 0 16 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 99 154 0 16 Mar 2023
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs Yankai Zeng Abhiramon Rajasekharan Parth Padalkar Kinjal Basu Joaquín Arias Gopal Gupta 53 17 0 15 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 170 157 0 15 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation Daixuan Cheng Shaohan Huang Junyu Bi Yu-Wei Zhan Jianfeng Liu Yujing Wang Hao Sun Furu Wei Denvy Deng Qi Zhang RALM LRM 84 69 0 15 Mar 2023
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark Hao Wu Wenxuan Wang Yuxuan Wan Wenxiang Jiao Michael Lyu ELM AI4MH 105 115 0 15 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 136 468 0 14 Mar 2023
How Many Demonstrations Do You Need for In-context Learning? Jiuhai Chen Lichang Chen Chen Zhu Dinesh Manocha LRM 94 43 0 14 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 102 102 0 14 Mar 2023
A Theory of Emergent In-Context Learning as Implicit Structure Induction Michael Hahn Navin Goyal LRM 73 87 0 14 Mar 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models Alberto Testolin AIMat 64 22 0 14 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 28 0 14 Mar 2023
Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification Benjamin Clavié Alexandru Ciceu Frederick Naylor Guillaume Soulié Thomas Brightwell LLMAG 45 46 0 13 Mar 2023
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu Jun Chen Kilichbek Haydarov Xiaoqian Shen Wenxuan Zhang Mohamed Elhoseiny MLLM 100 105 0 12 Mar 2023
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation Bang-ju Yang Fenglin Liu Yuexian Zou Xian Wu Yaowei Wang David Clifton 88 9 0 11 Mar 2023
Susceptibility to Influence of Large Language Models Lewis D. Griffin Bennett Kleinberg Maximilian Mozes Kimberly T. Mai Maria Vau M. Caldwell Augustine N. Mavor-Parker 112 15 0 10 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 67 46 0 09 Mar 2023
Baldur: Whole-Proof Generation and Repair with Large Language Models E. First M. Rabe Talia Ringer Yuriy Brun 139 107 0 08 Mar 2023
nl2spec: Interactively Translating Unstructured Natural Language to Temporal Logics with Large Language Models Matthias Cosler Christopher Hahn Daniel Mendoza Frederik Schmitt Caroline Trippel 67 63 0 08 Mar 2023
Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models Chenfei Wu Sheng-Kai Yin Weizhen Qi Xiaodong Wang Zecheng Tang Nan Duan MLLM LRM 144 649 0 08 Mar 2023
ChatGPT Participates in a Computer Science Exam Sebastian Bordt U. V. Luxburg ELM 90 41 0 08 Mar 2023
Streaming Kernel PCA Algorithm With Small Space Yichuan Deng Zhao Song Zifan Wang Hangke Zhang 114 4 0 08 Mar 2023
MenuCraft: Interactive Menu System Design with Large Language Models Amir Hossein Kargaran Nafiseh Nikeghbal Abbas Heydarnoori Hinrich Schütze LLMAG 78 4 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 102 554 0 07 Mar 2023