Title
SiRA: Sparse Mixture of Low Rank Adaptation Yun Zhu Nevan Wichers Chu-Cheng Lin Xinyi Wang Tianlong Chen ... Han Lu Canoee Liu Liangchen Luo Jindong Chen Lei Meng MoE 77 28 0 15 Nov 2023
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph Zhaowei Wang Haochen Shi Weiqi Wang Tianqing Fang Hongming Zhang Sehyun Choi Xin Liu Yangqiu Song 95 20 0 15 Nov 2023
CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models Wenhong Zhu Hong-ping Hao Zhiwei He Yun-Ze Song Yumeng Zhang Hanxu Hu Yiran Wei Rui Wang Hongyuan Lu AAML ELM 52 12 0 15 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 60 25 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 89 13 0 15 Nov 2023
HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation Junyi Bian Xiaolei Qin Wuhe Zou Mengzuo Huang Congyi Luo Ke Zhang Weidong Zhang LMTD 59 2 0 15 Nov 2023
MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy Davis Yoshida Kartik Goyal Kevin Gimpel MoE 54 0 0 15 Nov 2023
Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory Lei Liu Xiaoyan Yang Yue Shen Binbin Hu Qing Cui Jinjie Gu Guannan Zhang LRM LLMAG KELM 95 23 0 15 Nov 2023
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Yuhang Zhou Paiheng Xu Xiaoyu Liu Bang An Wei Ai Furong Huang LRM 187 28 0 15 Nov 2023
Plum: Prompt Learning using Metaheuristic Boyao Wang Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 80 6 0 14 Nov 2023
Sparsity-Preserving Differentially Private Training of Large Embedding Models Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chiyuan Zhang 66 2 0 14 Nov 2023
MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis Yitao Zhu Zhenrong Shen Zihao Zhao Sheng Wang Xin Wang Xiangyu Zhao Dinggang Shen Qian Wang MedIm 72 32 0 14 Nov 2023
Secure Transformer Inference Protocol Mu Yuan Lan Zhang Xiang-Yang Li 85 3 0 14 Nov 2023
SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation Yinuo Wang Kai Chen Weimin Yuan Cai Meng XiangZhi Bai VLM 75 11 0 14 Nov 2023
Vision-Language Instruction Tuning: A Review and Analysis Chen Li Yixiao Ge Dian Li Ying Shan VLM 90 12 0 14 Nov 2023
SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks Mengsay Loem Masahiro Kaneko Naoaki Okazaki LRM 68 5 0 14 Nov 2023
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Yujin Kim Jaehong Yoon Seonghyeon Ye Sangmin Bae Namgyu Ho Sung Ju Hwang Se-Young Yun KELM 104 13 0 14 Nov 2023
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding Peng Jin Ryuichi Takanobu Caiwan Zhang Xiaochun Cao Li-ming Yuan MLLM 146 249 0 14 Nov 2023
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models Shiwen Ni Dingwei Chen Chengming Li Xiping Hu Ruifeng Xu Min Yang KELM MoMe 108 8 0 14 Nov 2023
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models Yunfei Chu Jin Xu Xiaohuan Zhou Qian Yang Shiliang Zhang Zhijie Yan Chang Zhou Jingren Zhou AuLLM 144 351 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 108 97 0 14 Nov 2023
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion Minghua Liu Ruoxi Shi Linghao Chen Zhuoyang Zhang Chao Xu Xinyue Wei Hansheng Chen Chong Zeng Jiayuan Gu Hao Su 140 208 0 14 Nov 2023
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation An Yan Zhengyuan Yang Wanrong Zhu Kevin Qinghong Lin Linjie Li ... Yiwu Zhong Julian McAuley Jianfeng Gao Zicheng Liu Lijuan Wang LLMAG LM&Ro 148 111 0 13 Nov 2023
Speech-based Slot Filling using Large Language Models Guangzhi Sun Shutong Feng Dongcheng Jiang Chao Zhang Milica Gasic P. Woodland 85 1 0 13 Nov 2023
FIRST: A Million-Entry Dataset for Text-Driven Fashion Synthesis and Design Zhen Huang Yihao Li Dong Pei Jiapeng Zhou Xuliang Ning Jianlin Han Xiaoguang Han Xuejun Chen 93 3 0 13 Nov 2023
What Large Language Models Bring to Text-rich VQA? Xuejing Liu Wei Tang Xinzhe Ni Jinghui Lu Rui Zhao Zechao Li Fei Tan 52 9 0 13 Nov 2023
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models Shuaijie She Shujian Huang Xingyun Wang Yanke Zhou Jiajun Chen ELM HILM 50 0 0 13 Nov 2023
ExpNote: Black-box Large Language Models are Better Task Solvers with Experience Notebook Wangtao Sun Xuanqing Yu Shizhu He Jun Zhao Kang Liu LRM 51 2 0 13 Nov 2023
To Transformers and Beyond: Large Language Models for the Genome Micaela Elisa Consens Cameron Dufault Michael Wainberg Duncan Forster Mehran Karimzadeh Hani Goodarzi Fabian J. Theis Alan Moses Bo Wang LM&MA MedIm 68 33 0 13 Nov 2023
Large Language Models are In-context Teachers for Knowledge Reasoning Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 59 2 0 12 Nov 2023
Tunable Soft Prompts are Messengers in Federated Learning Chenhe Dong Yuexiang Xie Bolin Ding Ying Shen Yaliang Li FedML 84 8 0 12 Nov 2023
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 99 11 0 12 Nov 2023
Aggregate, Decompose, and Fine-Tune: A Simple Yet Effective Factor-Tuning Method for Vision Transformer Dongping Chen 64 3 0 12 Nov 2023
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer Bowen Tan Yun Zhu Lijuan Liu Eric P. Xing Zhiting Hu Jindong Chen ALM LRM 103 7 0 12 Nov 2023
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Y. Zou 133 117 0 11 Nov 2023
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models Zhang Li Biao Yang Qiang Liu Zhiyin Ma Shuo Zhang Jingxu Yang Yabo Sun Yuliang Liu Xiang Bai MLLM 135 278 0 11 Nov 2023
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment Amirhossein Dadashzadeh Shuchao Duan Alan Whone Majid Mirmehdi 55 11 0 11 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 75 6 0 10 Nov 2023
Tamil-Llama: A New Tamil Language Model Based on Llama 2 Abhinand Balachandran 62 33 0 10 Nov 2023
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 191 162 0 09 Nov 2023
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model Jinjin Xu Liwu Xu Yuzhe Yang Xiang Li Fanyi Wang Yanchun Xie Yi-Jie Huang Yaqian Li MoE MLLM VLM 133 16 0 09 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Jing Li 78 16 0 09 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 175 128 0 09 Nov 2023
On the steerability of large language models toward data-driven personas Junyi Li Ninareh Mehrabi Charith Peris Palash Goyal Kai-Wei Chang Aram Galstyan Richard Zemel Rahul Gupta 146 37 0 08 Nov 2023
LongQLoRA: Efficient and Effective Method to Extend Context Length of Large Language Models Jianxin Yang 43 6 0 08 Nov 2023
Massive Editing for Large Language Models via Meta Learning Chenmien Tan Ge Zhang Jie Fu KELM 113 43 0 08 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 93 14 0 07 Nov 2023
Mini but Mighty: Finetuning ViTs with Mini Adapters Imad Eddine Marouf Enzo Tartaglione Stéphane Lathuilière 65 5 0 07 Nov 2023
Conversations in Galician: a Large Language Model for an Underrepresented Language Eliseo Bao Souto Anxo Perez Javier Parapar 22 2 0 07 Nov 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 156 15 0 07 Nov 2023