Title
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation Tong Wu Guandao Yang Zhibing Li Kai Zhang Ziwei Liu Leonidas J. Guibas Dahua Lin Gordon Wetzstein EGVM VGen 35 89 0 08 Jan 2024
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts Maciej Pióro Kamil Ciebiera Krystian Król Jan Ludziejewski Michał Krutul Jakub Krajewski Szymon Antoniak Piotr Miłoś Marek Cygan Sebastian Jaszczur MoE Mamba 28 55 0 08 Jan 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models David de-Fitero-Dominguez Eva García-López Antonio Garcia-Cabot J. Martínez-Herráiz 24 12 0 08 Jan 2024
ExTraCT -- Explainable Trajectory Corrections from language inputs using Textual description of features J-Anne Yow N. P. Garg Manoj Ramanathan Wei Tech Ang 38 5 0 08 Jan 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models Yiwei Qin Kaiqiang Song Yebowen Hu Wenlin Yao Sangwoo Cho Xiaoyang Wang Xuansheng Wu Fei Liu Pengfei Liu Dong Yu ELM 36 42 0 07 Jan 2024
Denoising Vision Transformers Jiawei Yang Katie Z Luo Jie Li Kilian Q. Weinberger Yonglong Tian Yue Wang DiffM 35 13 0 05 Jan 2024
Can Large Language Models Understand Molecules? Seyedeh Shaghayegh Sadeghi Alan Bui Ali Forooghi Jianguo Lu A. Ngom AI4CE 26 9 0 05 Jan 2024
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance Renjie Pi Tianyang Han Jianshu Zhang Yueqi Xie Rui Pan Qing Lian Hanze Dong Jipeng Zhang Tong Zhang AAML 36 61 0 05 Jan 2024
XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model Zhitao Wang Wei Wang Zirao Li Long Wang Can Yi Xinjie Xu Luyang Cao Hanjing Su Shouzhi Chen Jun Zhou ALM LLMAG 37 8 0 05 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 39 14 0 05 Jan 2024
LLaMA Pro: Progressive LLaMA with Block Expansion Chengyue Wu Yukang Gan Yixiao Ge Zeyu Lu Jiahao Wang Ye Feng Ying Shan Ping Luo CLL 37 61 0 04 Jan 2024
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 72 364 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 56 22 0 04 Jan 2024
Re-evaluating the Memory-balanced Pipeline Parallelism: BPipe Mincong Huang Chao Wang Chi Ma Yineng Zhang Peng Zhang Lei Yu 33 1 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 45 66 0 04 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 50 53 0 04 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 27 9 0 03 Jan 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 77 104 0 03 Jan 2024
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering Pierre Erbacher Louis Falissard Vincent Guigue Laure Soulier HILM RALM 32 4 0 03 Jan 2024
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 36 25 0 03 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 50 25 0 03 Jan 2024
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving Tao Tang Dafeng Wei Zhengyu Jia Tian Gao Changwei Cai ... Yixing Zhao Fu Liu Xiaodan Liang Xianpeng Lang Yang Wang 41 7 0 02 Jan 2024
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education Arne Bewersdorff Christian Hartmann Marie Hornberger Kathrin Seßler Maria Bannert Enkelejda Kasneci Gjergji Kasneci Xiaoming Zhai Claudia Nerdel 41 30 0 01 Jan 2024
Fine-tuning and Utilization Methods of Domain-specific LLMs CheonSu Jeong 29 45 0 01 Jan 2024
DocLLM: A layout-aware generative language model for multimodal document understanding Dongsheng Wang Natraj Raman Mathieu Sibue Zhiqiang Ma Petr Babkin Simerjot Kaur Yulong Pei Armineh Nourbakhsh Xiaomo Liu VLM 27 54 0 31 Dec 2023
State of What Art? A Call for Multi-Prompt LLM Evaluation Moran Mizrahi Guy Kaplan Daniel Malkin Rotem Dror Dafna Shahaf Gabriel Stanovsky ELM 60 129 0 31 Dec 2023
HSC-GPT: A Large Language Model for Human Settlements Construction Ran Chen Xueqi Yao Xuhui Jiang Zhengqi Han Jingze Guo ... Chumin Liu Jing Zhao Zeke Lian Jingjing Zhang Keke Li 36 1 0 31 Dec 2023
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 81 18 0 31 Dec 2023
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 53 21 0 30 Dec 2023
The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness Neeraj Varshney Pavel Dolin Agastya Seth Chitta Baral AAML ELM 33 48 0 30 Dec 2023
Open-TI: Open Traffic Intelligence with Augmented Language Model Longchao Da Kuanru Liou Tiejin Chen Xuesong Zhou Xiangyong Luo Yezhou Yang Hua Wei 54 23 0 30 Dec 2023
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs Shaojie Zhu Zhaobin Wang Chengxiang Zhuo Hui Lu Bo Hu Zang Li LRM 35 0 0 29 Dec 2023
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception Yuncheng Huang Qi He Jiaqing Liang Sihang Jiang Yanghua Xiao Yunwen Chen LRM 70 2 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 29 16 0 29 Dec 2023
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining Jacob P. Portes Alex Trott Sam Havens Daniel King Abhinav Venigalla Moin Nadeem Nikhil Sardana D. Khudia Jonathan Frankle 34 17 0 29 Dec 2023
SentinelLMs: Encrypted Input Adaptation and Fine-tuning of Language Models for Private and Secure Inference Abhijit Mishra Mingda Li S. Deo SILM 23 2 0 28 Dec 2023
Fast Inference of Mixture-of-Experts Language Models with Offloading Artyom Eliseev Denis Mazur MoE 19 43 0 28 Dec 2023
Structured Packing in LLM Training Improves Long Context Utilization Konrad Staniszewski Szymon Tworkowski Sebastian Jaszczur Yu Zhao Henryk Michalewski Lukasz Kuciñski Piotr Milo's 43 13 0 28 Dec 2023
DrugAssist: A Large Language Model for Molecule Optimization Geyan Ye Xibao Cai Houtim Lai Xing Wang Junhong Huang Longyue Wang Wei Liu Xian Zeng 66 26 0 28 Dec 2023
Prompt Expansion for Adaptive Text-to-Image Generation Siddhartha Datta Alexander Ku Deepak Ramachandran Peter Anderson DiffM 52 9 0 27 Dec 2023
Rethinking Tabular Data Understanding with Large Language Models Tianyang Liu Fei Wang Muhao Chen ReLM LMTD LRM 37 14 0 27 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 73 17 0 27 Dec 2023
Preference as Reward, Maximum Preference Optimization with Importance Sampling Zaifan Jiang Xing Huang Chao Wei 36 2 0 27 Dec 2023
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 44 15 0 26 Dec 2023
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 50 37 0 26 Dec 2023
Large Language Models are Not Stable Recommender Systems Tianhui Ma Yuan Cheng Hengshu Zhu Hui Xiong 37 13 0 25 Dec 2023
PersianLLaMA: Towards Building First Persian Large Language Model Mohammad Amin Abbasi A. Ghafouri Mahdi Firouzmandi Hassan Naderi B. Minaei-Bidgoli 32 9 0 25 Dec 2023
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data Shirong Ma Shen Huang Shulin Huang Xiaobin Wang Yangning Li Hai-Tao Zheng Pengjun Xie Fei Huang Yong-jia Jiang 53 6 0 25 Dec 2023
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models Zhihao Chen Bin Hu Chuang Niu Tao Chen Yuxin Li Hongming Shan Ge Wang LM&MA MLLM 37 4 0 25 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 45 39 0 24 Dec 2023