Title
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 154 5 0 19 Jul 2023
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning Zachary B. Charles Nicole Mitchell Krishna Pillutla Michael Reneer Zachary Garrett FedML AI4CE 83 31 0 18 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 510 12,128 0 18 Jul 2023
How is ChatGPT's behavior changing over time? Lingjiao Chen Matei A. Zaharia James Zou ELM KELM AI4MH 141 433 0 18 Jul 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong Jiang Yongqian Li F. Zhou Haitao Zheng Qingyu Zhou 107 47 0 18 Jul 2023
PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM Seungho Baek Hyerin Im Jiseung Ryu Juhyeong Park T. Lee DiffM 68 11 0 18 Jul 2023
REX: Rapid Exploration and eXploitation for AI Agents Rithesh Murthy Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Le Xue ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese OffRL 88 10 0 18 Jul 2023
Large Language Models Perform Diagnostic Reasoning Cheng-Kuang Wu Wei-Lin Chen Hsin-Hsi Chen ReLM ELM LM&MA LRM 53 20 0 18 Jul 2023
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution Yining Lu Haoping Yu Daniel Khashabi LLMAG 90 9 0 17 Jul 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 98 55 0 17 Jul 2023
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT Liangyu Zha Junlin Zhou Liyao Li Rui Wang Qingyi Huang ... Xing-yan Deng Jinfeng Xu Haobo Wang Gang Chen Jiaqi Zhao RALM LMTD 103 50 0 17 Jul 2023
On the application of Large Language Models for language teaching and assessment technology Andrew Caines Luca Benedetto Shiva Taslimipoor Christopher Davis Yuan Gao ... Marek Rei H. Yannakoudakis Andrew Mullooly D. Nicholls P. Buttery ELM 70 48 0 17 Jul 2023
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction Cong Jiang Xiaolei Yang ELM LRM AILaw 111 45 0 17 Jul 2023
Measuring Faithfulness in Chain-of-Thought Reasoning Tamera Lanham Anna Chen Ansh Radhakrishnan Benoit Steiner Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM 80 193 0 17 Jul 2023
Question Decomposition Improves the Faithfulness of Model-Generated Reasoning Ansh Radhakrishnan Karina Nguyen Anna Chen Carol Chen Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM HILM 110 89 0 17 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 124 10 0 17 Jul 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 78 15 0 16 Jul 2023
SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning Kiana Kheiri Hamid Karimi 100 78 0 16 Jul 2023
Language Conditioned Traffic Generation Shuhan Tan Boris Ivanovic Xinshuo Weng Marco Pavone Philipp Kraehenbuehl 81 59 0 16 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 95 33 0 16 Jul 2023
The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents Grgur Kovač Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 60 19 0 15 Jul 2023
Leveraging Large Language Models to Generate Answer Set Programs Adam Ishay Zhun Yang Joohyung Lee ELM LRM 59 18 0 15 Jul 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Jiashuo Sun Chengjin Xu Lumingyuan Tang Saizhuo Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 108 83 0 15 Jul 2023
Can Large Language Models Empower Molecular Property Prediction? Chao Qian Huayi Tang Zhi-Jiang Yang Hongsi Liang Y. Liu AI4CE 88 41 0 14 Jul 2023
C3: Zero-shot Text-to-SQL with ChatGPT Xuemei Dong Chuxu Zhang Yuhang Ge Yuren Mao Yunjun Gao Lu Chen Jinshu Lin Dongfang Lou 68 148 0 14 Jul 2023
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts Yashar Deldjoo 122 21 0 14 Jul 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 175 135 0 14 Jul 2023
In-context Autoencoder for Context Compression in a Large Language Model Tao Ge Jing Hu Lei Wang Xun Wang Si-Qing Chen Furu Wei RALM 127 80 0 13 Jul 2023
Effective Prompt Extraction from Language Models Yiming Zhang Nicholas Carlini Daphne Ippolito MIACV SILM 105 43 0 13 Jul 2023
Negated Complementary Commonsense using Large Language Models Navid Rezaei Marek Reformat LRM 37 0 0 13 Jul 2023
AutoHint: Automatic Prompt Optimization with Hint Generation Hong Sun Xue Li Yi Xu Youkow Homma Qinhao Cao Min-man Wu Jian Jiao Denis Xavier Charles 98 25 0 13 Jul 2023
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models Jean Kaddour Oscar Key Piotr Nawrot Pasquale Minervini Matt J. Kusner 110 45 0 12 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 257 622 0 12 Jul 2023
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning Krishan Rana Jesse Haviland Sourav Garg Jad Abou-Chakra Ian Reid Niko Sünderhauf LM&Ro 104 239 0 12 Jul 2023
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models Wenlong Huang Chen Wang Ruohan Zhang Yunzhu Li Jiajun Wu Li Fei-Fei LM&Ro 132 519 0 12 Jul 2023
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering C. Krishna RALM 68 1 0 12 Jul 2023
BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Thales Sales Almeida Thiago Laitz Giovana K. Bonás Rodrigo Nogueira ELM 37 7 0 11 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 80 17 0 11 Jul 2023
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning O. Palagin Vladislav Kaverinskiy Anna Litvin Kyrylo S. Malakhov KELM 33 25 0 11 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 77 18 0 11 Jul 2023
Secrets of RLHF in Large Language Models Part I: PPO Rui Zheng Shihan Dou Songyang Gao Yuan Hua Wei Shen ... Hang Yan Tao Gui Qi Zhang Xipeng Qiu Xuanjing Huang ALM OffRL 122 177 0 11 Jul 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 133 201 0 10 Jul 2023
Toward Interactive Dictation Belinda Z. Li J. Eisner Adam Pauls Sam Thomson KELM 50 2 0 08 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 66 7 0 08 Jul 2023
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu HILM 117 175 0 08 Jul 2023
Fairness-Aware Graph Neural Networks: A Survey April Chen Ryan Rossi Namyong Park Puja Trivedi Yu Wang Tong Yu Sungchul Kim Franck Dernoncourt Nesreen K. Ahmed 97 9 0 08 Jul 2023
Answering Ambiguous Questions via Iterative Prompting Weiwei Sun Hengyi Cai Hongshen Chen Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 84 11 0 08 Jul 2023
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging Zachary Englhardt Rong-Hua Li Dilini Nissanka Zhihan Zhang Girish Narayanswamy Joseph Breda Xin Liu Shwetak N. Patel Vikram Iyer 89 20 0 07 Jul 2023
Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media Chuanbo Hu Bin Liu Xin Li Yanfang Ye 30 4 0 07 Jul 2023
Brain in a Vat: On Missing Pieces Towards Artificial General Intelligence in Large Language Models Yuxi Ma Chi Zhang Song-Chun Zhu ELM ALM 54 8 0 07 Jul 2023