Title
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Bo Zhao Ji-Rong Wen 36 2 0 30 Aug 2023
Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation Fu-En Yang Chien-Yi Wang Yu-Chiang Frank Wang VLM FedML 69 60 0 29 Aug 2023
Evaluation and Analysis of Hallucination in Large Vision-Language Models Junyan Wang Yi Zhou Guohai Xu Pengcheng Shi Chenlin Zhao ... Mingshi Yan Ji Zhang Jihua Zhu Jitao Sang Haoyu Tang MLLM 40 66 0 29 Aug 2023
Large language models converge toward human-like concept organization Mathias Gammelgaard Jonathan Gabel Christiansen Anders Søgaard 37 2 0 29 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 47 4 0 27 Aug 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 51 1 0 27 Aug 2023
SoTaNa: The Open-Source Software Development Assistant Ensheng Shi Fengji Zhang Yanlin Wang B. Chen Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 40 12 0 25 Aug 2023
Text Style Transfer Evaluation Using Large Language Models Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 34 9 0 25 Aug 2023
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models Wenqi Shao Mengzhao Chen Zhaoyang Zhang Peng Xu Lirui Zhao Zhiqiang Li Kaipeng Zhang Peng Gao Yu Qiao Ping Luo MQ 46 183 0 25 Aug 2023
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal Matej Zečević Moritz Willig Devendra Singh Dhami Kristian Kersting LRM 35 106 0 24 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 65 1,953 0 24 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 44 80 0 24 Aug 2023
VIGC: Visual Instruction Generation and Correction Bin Wang Fan Wu Xiao Han Jiahui Peng Huaping Zhong ... Xiao-wen Dong Weijia Li Wei Li Jiaqi Wang Conghui He MLLM 55 66 0 24 Aug 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 50 12 0 24 Aug 2023
D4: Improving LLM Pretraining via Document De-Duplication and Diversification Kushal Tirumala Daniel Simig Armen Aghajanyan Ari S. Morcos SyDa 13 111 0 23 Aug 2023
How to Protect Copyright Data in Optimization of Large Language Models? T. Chu Zhao Song Chiwun Yang 47 29 0 23 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 49 43 0 23 Aug 2023
Exploring the Effectiveness of GPT Models in Test-Taking: A Case Study of the Driver's License Knowledge Test Saba Rahimi T. Balch Manuela Veloso ELM 52 1 0 22 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 29 566 0 21 Aug 2023
GradientCoin: A Peer-to-Peer Decentralized Large Language Models Yeqi Gao Zhao Song Junze Yin 41 18 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 61 28 0 21 Aug 2023
Imaginations of WALL-E : Reconstructing Experiences with an Imagination-Inspired Module for Advanced AI Systems Zeinab Taghavi S. Gooran Seyed Arshan Dalili Hamidreza Amirzadeh Mohammad Jalal Nematbakhsh Hossein Sameti 26 2 0 20 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection? Bo Liu Li-Ming Zhan Zexin Lu Yu Feng Lei Xue Xiao-Ming Wu OODD 47 8 0 20 Aug 2023
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models Yixuan Weng Zhiqi Wang Huanxuan Liao Shizhu He Shengping Liu Kang Liu Jun Zhao 50 3 0 20 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 59 62 0 20 Aug 2023
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions Wenbo Hu Y. Xu Yuante Li W. Li Zhe Chen Zhuowen Tu MLLM VLM 35 123 0 19 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 40 82 0 18 Aug 2023
A Lightweight Transformer for Faster and Robust EBSD Data Collection Harry Dong S. Donegan M. Shah Yuejie Chi 39 2 0 18 Aug 2023
Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication Jayr Pereira Rodrigo Nogueira Cleber Zanchettin R. Fidalgo 20 1 0 18 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 39 16 0 17 Aug 2023
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 110 14 0 17 Aug 2023
FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs Young Jin Kim Rawn Henry Raffy Fahim Hany Awadalla MQ 42 19 0 16 Aug 2023
Painter: Teaching Auto-regressive Language Models to Draw Sketches Reza Pourreza Apratim Bhattacharyya Sunny Panchal Mingu Lee Pulkit Madan Roland Memisevic 43 5 0 16 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 45 28 0 16 Aug 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 40 9 0 15 Aug 2023
Gradient-Based Post-Training Quantization: Challenging the Status Quo Edouard Yvinec Arnaud Dapogny Kévin Bailly MQ 59 0 0 15 Aug 2023
Ternary Singular Value Decomposition as a Better Parameterized Form in Linear Mapping Boyu Chen Hanxuan Chen Jiao He Fengyu Sun Shangling Jui 59 3 0 15 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 48 205 0 15 Aug 2023
Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering Edward Junprung LLMAG 27 13 0 14 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 89 19 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 70 296 0 14 Aug 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Yongqian Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong Jiang RALM ALM LRM 70 51 0 14 Aug 2023
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models Minsoo Kim Sihwa Lee Jangwhan Lee S. Hong Duhyeuk Chang Wonyong Sung Jungwook Choi MQ 24 14 0 13 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 40 3 0 12 Aug 2023
Three Ways of Using Large Language Models to Evaluate Chat Ondvrej Plátek Vojtvech Hudevcek Patrícia Schmidtová Mateusz Lango Ondrej Dusek ALM 26 6 0 12 Aug 2023
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 38 5 0 12 Aug 2023
A Large Language Model Enhanced Conversational Recommender System Yue Feng Shuchang Liu Zhenghai Xue Qingpeng Cai Lantao Hu Peng Jiang Kun Gai Fei Sun LRM 50 41 0 11 Aug 2023
Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals Fanglong Yao Changyuan Tian Jintao Liu Zequn Zhang Qing Liu Li Jin Shuchao Li Xiaoyu Li Xian Sun ReLM LRM 33 16 0 11 Aug 2023
NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search Edouard Yvinec Arnaud Dapogny Kévin Bailly MQ 34 6 0 10 Aug 2023
SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference Edouard Yvinec Arnaud Dapogny Kévin Bailly Xavier Fischer AAML 38 2 0 09 Aug 2023