Title
Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 59 0 0 10 Jul 2023
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task Fanyi Qu Hao Sun Yunfang Wu ELM LRM 35 6 0 08 Jul 2023
QIGen: Generating Efficient Kernels for Quantized Inference on Large Language Models Tommaso Pegolotti Elias Frantar Dan Alistarh Markus Püschel MQ 24 3 0 07 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 31 12 0 07 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 65 267 0 07 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 92 226 0 07 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 45 1,452 0 06 Jul 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 34 23 0 06 Jul 2023
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain Aryo Pradipta Gema Pasquale Minervini Luke Daines Tom Hope Beatrice Alex LM&MA ALM 41 40 0 06 Jul 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Zou Weijie J. Su Linjun Zhang AI4Ed 47 33 0 06 Jul 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 56 77 0 06 Jul 2023
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence Han Zou Qiyang Zhao Lina Bariah M. Bennis Merouane Debbah LLMAG 38 38 0 06 Jul 2023
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning Waseem Alshikh Manhal Daaboul K. Goddard Brock Imel Kiran Kamble Parikshit Kulkarni M. Russak ALM 11 13 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 50 78 0 04 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 44 24 0 03 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 39 42 0 03 Jul 2023
Evaluating Shutdown Avoidance of Language Models in Textual Scenarios Teun van der Weij Simon Lermen Leon Lang LLMAG 25 4 0 03 Jul 2023
JourneyDB: A Benchmark for Generative Image Understanding Keqiang Sun Junting Pan Yuying Ge Hao Li Haodong Duan ... Yi Wang Jifeng Dai Yu Qiao Limin Wang Hongsheng Li 66 104 0 03 Jul 2023
From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy Maanak Gupta Charankumar Akiri Kshitiz Aryal Elisabeth Parker Lopamudra Praharaj SILM 50 376 0 03 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 23 5 0 02 Jul 2023
GenRec: Large Language Model for Generative Recommendation Jianchao Ji Zelong Li Shuyuan Xu Wenyue Hua Yingqiang Ge Juntao Tan Yongfeng Zhang 21 53 0 02 Jul 2023
CephGPT-4: An Interactive Multimodal Cephalometric Measurement and Diagnostic System with Visual Large Language Model Lei Ma Jincong Han Zhaoxin Wang Dian Zhang LM&MA 30 8 0 01 Jul 2023
Personality Traits in Large Language Models Gregory Serapio-García Mustafa Safdari Clément Crepy Luning Sun Stephen Fitz P. Romero Marwa Abdulhai Aleksandra Faust Maja J. Matarić LM&MA LLMAG 60 119 0 01 Jul 2023
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations Xuansheng Wu Huachi Zhou Yucheng Shi Wenlin Yao Xiao Shi Huang Ninghao Liu LRM 43 9 0 29 Jun 2023
A negation detection assessment of GPTs: analysis with the xNot360 dataset Nguyen Ha Thanh Randy Goebel Francesca Toni Kostas Stathis Ken Satoh 36 9 0 29 Jun 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 51 93 0 28 Jun 2023
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu Chong Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 99 91 0 27 Jun 2023
Computron: Serving Distributed Deep Learning Models with Model Parallel Swapping Daniel Zou X. Jin Xueyang Yu Haotian Zhang J. Demmel MoE 32 0 0 24 Jun 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 49 18 0 23 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 52 10 0 23 Jun 2023
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger ELM 43 13 0 22 Jun 2023
Solving and Generating NPR Sunday Puzzles with Large Language Models Jin Zhao Carolyn Jane Anderson ReLM LRM 13 4 0 21 Jun 2023
OphGLM: Training an Ophthalmology Large Language-and-Vision Assistant based on Instructions and Dialogue Weihao Gao Zhuo Deng Zhiyuan Niu Fuju Rong Chucheng Chen ... Fangjun Li Zhenjie Cao Zhaoyi Ma Wenbin Wei Lan Ma LM&MA 34 33 0 21 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 33 32 0 20 Jun 2023
SPRINT: Scalable Policy Pre-Training via Language Instruction Relabeling Jesse Zhang Karl Pertsch Jiahui Zhang Joseph J. Lim LM&Ro 45 17 0 20 Jun 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 90 364 0 20 Jun 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 125 69 0 19 Jun 2023
Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models T. Vanderbruggen C. Liao P. Pirkelbauer Pei-Hung Lin LRM ALM 37 2 0 16 Jun 2023
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness Yoav Kurtz Noga Bar Raja Giryes 37 0 0 16 Jun 2023
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation Guangyu Wang Guoxing Yang Zongxin Du Longjun Fan Xiaohu Li LM&MA ELM AI4MH 25 81 0 16 Jun 2023
Is Self-Repair a Silver Bullet for Code Generation? Theo X. Olausson J. Inala Chenglong Wang Jianfeng Gao Armando Solar-Lezama LRM 39 110 0 16 Jun 2023
Full Parameter Fine-tuning for Large Language Models with Limited Resources Kai Lv Yuqing Yang Tengxiao Liu Qi-jie Gao Qipeng Guo Xipeng Qiu 61 128 0 16 Jun 2023
Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization Zhigang Kan Linbo Qiao Hao Yu Liwen Peng Yifu Gao Dongsheng Li 33 20 0 14 Jun 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 29 2 0 14 Jun 2023
NF4 Isn't Information Theoretically Optimal (and that's Good) Davis Yoshida MQ 31 9 0 12 Jun 2023
Sticker820K: Empowering Interactive Retrieval with Stickers Sijie Zhao Yixiao Ge Zhongang Qi Lin Song Xiaohan Ding Zehua Xie Ying Shan 34 6 0 12 Jun 2023
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 57 191 0 12 Jun 2023
$S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput$ S $^{3}$ : Increasing GPU Utilization during Generative Inference for Higher Throughput Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei 39 64 0 09 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 91 3,918 0 09 Jun 2023
Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers S. Chandrasekhar Huang Chieh-Yang Ting-Hao 'Kenneth' Huang 35 2 0 07 Jun 2023