Title
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 116 56 0 06 Sep 2023
Certifying LLM Safety against Adversarial Prompting Aounon Kumar Chirag Agarwal Suraj Srinivas Aaron Jiaxun Li Soheil Feizi Himabindu Lakkaraju AAML 157 197 0 06 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 40 5 0 05 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 128 27 0 03 Sep 2023
Generative Social Choice Sara Fish Paul Gölz David C. Parkes Ariel D. Procaccia Gili Rusak Itai Shapira Manuel Wüthrich 116 38 0 03 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 60 0 0 02 Sep 2023
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior Ashmit Khandelwal Aditya Agrawal Aanisha Bhattacharyya Yaman Kumar Singla Somesh Singh ... Ishita Dasgupta Stefano Petrangeli R. Shah Changyou Chen Balaji Krishnamurthy 81 8 0 01 Sep 2023
FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking Tsun-hin Cheung K. Lam KELM HILM LRM 77 34 0 01 Sep 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 70 1 0 30 Aug 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 182 29 0 29 Aug 2023
On Reward Structures of Markov Decision Processes Falcon Z. Dai 34 1 0 28 Aug 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 205 13 0 28 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 282 31 0 27 Aug 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 39 12 0 25 Aug 2023
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression Alexander Tsvetkov A. Kipnis 33 4 0 25 Aug 2023
DARWIN Series: Domain Specific Large Language Models for Natural Science Tong Xie Yuwei Wan Wei-Ping Huang Zhenyu Yin Yixuan Liu ... Chunyu Kit Clara Grazian Wenjie Zhang Imran Razzak B. Hoex ELM ALM AI4CE 52 30 0 25 Aug 2023
Large Language Models in Analyzing Crash Narratives -- A Comparative Study of ChatGPT, BARD and GPT-4 M. Mumtarin Md. Samiullah Chowdhury Jonathan S. Wood 59 11 0 25 Aug 2023
Harnessing the Power of David against Goliath: Exploring Instruction Data Generation without Using Closed-Source Models Yue Wang Xinrui Wang Juntao Li Jinxiong Chang Qishen Zhang Zhongyi Liu Guannan Zhang Min Zhang ALM 39 6 0 24 Aug 2023
Mind vs. Mouth: On Measuring Re-judge Inconsistency of Social Bias in Large Language Models Yachao Zhao Bo Wang Dongming Zhao Kun Huang Yan Wang Ruifang He Yuexian Hou 97 4 0 24 Aug 2023
Aligning Language Models with Offline Learning from Human Feedback Jian Hu Li Tao J. Yang Chandler Zhou ALM OffRL 90 7 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 89 11 0 23 Aug 2023
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE Junyi Chen Longteng Guo Jianxiang Sun Shuai Shao Zehuan Yuan Liang Lin Dongyu Zhang MLLM VLM MoE 77 10 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 195 19 0 23 Aug 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 109 27 0 22 Aug 2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards Yuchong Sun Bei Liu Xu Chen Ruihua Song Jianlong Fu VGen 61 2 0 22 Aug 2023
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models Bilgehan Sel Ahmad S. Al-Tawaha Vanshaj Khattar R. Jia Ming Jin LM&Ro LRM 98 70 0 20 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 140 148 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 123 227 0 20 Aug 2023
PUMGPT: A Large Vision-Language Model for Product Understanding Wei Xue Zongyi Guo Baoliang Cui Zengming Tang Weiwei Zhang Haihong Tang Shuhui Wu Weiming Lu VLM 72 2 0 18 Aug 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 303 468 0 18 Aug 2023
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks Fawaz Sammani Nikos Deligiannis 53 5 0 17 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 213 319 0 17 Aug 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation Xinshuo Hu Dongfang Li Baotian Hu Zihao Zheng Zhenyu Liu Hao Fei KELM MU 96 30 0 16 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xiaoxia Zhou Enzhi Wang Xiaohang Dong ReLM LLMAG LRM 101 179 0 15 Aug 2023
AIGC In China: Current Developments And Future Outlook Xiangyu Li Yuqing Fan S. Cheng 43 11 0 14 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 132 3 0 13 Aug 2023
A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control Marshall Wang John Willes Thomas Jiralerspong Matin Moezzi OffRL AI4CE 54 2 0 10 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 103 11 0 09 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 163 4 0 08 Aug 2023
Revisiting Prompt Engineering via Declarative Crowdsourcing Aditya G. Parameswaran Shreya Shankar Parth Asawa Naman Jain Yujie Wang 86 21 0 07 Aug 2023
GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis Yuqiang Sun Daoyuan Wu Yue Xue Hangbo Liu Haijun Wang Yulong Shen Xiaofei Xie Yang Liu 79 96 0 07 Aug 2023
SAPIEN: Affective Virtual Agents Powered by Large Language Models Masum Hasan Cengiz Ozel Sammy Potter E. Hoque VLM LLMAG 74 8 0 06 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 91 62 0 04 Aug 2023
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Chenglong Wang Hang Zhou Yimin Hu Yi Huo Bei Li Tongran Liu Tong Xiao Jingbo Zhu 81 9 0 04 Aug 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 136 57 0 03 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 78 0 0 03 Aug 2023
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales Z. Yao Reza Yazdani Aminabadi Olatunji Ruwase Samyam Rajbhandari Xiaoxia Wu ... Heyang Qin Masahiro Tanaka Shuai Che Shuaiwen Leon Song Yuxiong He ALM OffRL 114 74 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 86 2 0 02 Aug 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation Yasheng Sun Yifan Yang Houwen Peng Yifei Shen Yuqing Yang Hang-Rui Hu Lili Qiu Hideki Koike DiffM LM&Ro 87 39 0 02 Aug 2023
FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis Ziao Wang Yuhang Li Junda Wu Jaehyeon Soon Xiaofeng Zhang MLLM 59 18 0 31 Jul 2023