Title
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos Ying Wang Yanlai Yang Mengye Ren 54 16 0 07 Dec 2023
CLadder: Assessing Causal Reasoning in Language Models Zhijing Jin Yuen Chen Felix Leeb Luigi Gresele Ojasv Kamal ... Kevin Blin Fernando Gonzalez Adauto Max Kleiman-Weiner Mrinmaya Sachan Bernhard Schölkopf ReLM ELM LRM 53 65 0 07 Dec 2023
Large Language Models are Good Prompt Learners for Low-Shot Image Classification Zhao-Heng Zheng Jingmin Wei Xuefeng Hu Haidong Zhu Ramkant Nevatia VLM 30 4 0 07 Dec 2023
Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models Shibin Wu Bang-ju Yang Zhiyu Ye Haoqian Wang Hairong Zheng Tong Zhang VLM MedIm 12 1 0 07 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning Bolin Lai Xiaoliang Dai Lawrence Chen Guan Pang James M. Rehg Miao Liu 49 15 0 06 Dec 2023
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving Ming-Jun Nie Renyuan Peng Chunwei Wang Xinyue Cai Jianhua Han Hang Xu Li Zhang LRM 41 46 0 06 Dec 2023
Context Diffusion: In-Context Aware Image Generation Ivona Najdenkoska Animesh Sinha Abhimanyu Dubey Dhruv Mahajan Vignesh Ramanathan Filip Radenovic DiffM 21 10 0 06 Dec 2023
Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment Fei Yang Shuang Peng Ning Sun Fangyu Wang Ke Tan Fu Wu Jiezhong Qiu Aimin Pan 45 4 0 06 Dec 2023
Compressed Context Memory For Online Language Model Interaction Jang-Hyun Kim Junyoung Yeom Sangdoo Yun Hyun Oh Song KELM 47 14 1 06 Dec 2023
GPT4Point: A Unified Framework for Point-Language Understanding and Generation Zhangyang Qi Ye Fang Zeyi Sun Xiaoyang Wu Tong Wu Jiaqi Wang Dahua Lin Hengshuang Zhao MLLM 74 36 0 05 Dec 2023
Towards Measuring Representational Similarity of Large Language Models Max Klabunde Mehdi Ben Amor Michael Granitzer Florian Lemmerich 44 2 0 05 Dec 2023
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework Keonwoo Kim Younggun Lee VLM 36 0 0 05 Dec 2023
Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data Yu Yang Aaditya K. Singh Mostafa Elhoushi Anas Mahmoud Kushal Tirumala Fabian Gloeckle Baptiste Rozière Carole-Jean Wu Ari S. Morcos Newsha Ardalani AAML SyDa 44 10 0 05 Dec 2023
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models Xunguang Wang Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang MLLM 48 12 0 04 Dec 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 56 50 0 04 Dec 2023
CLAMP: Contrastive LAnguage Model Prompt-tuning Piotr Teterwak Ximeng Sun Bryan A. Plummer Kate Saenko Ser-Nam Lim MLLM VLM 40 1 0 04 Dec 2023
PixelLM: Pixel Reasoning with Large Multimodal Model Zhongwei Ren Zhicheng Huang Yunchao Wei Yao-Min Zhao Dongmei Fu Jiashi Feng Xiaojie Jin VLM MLLM LRM 36 84 0 04 Dec 2023
StoryGPT-V: Large Language Models as Consistent Story Visualizers Xiaoqian Shen Mohamed Elhoseiny VLM 101 10 0 04 Dec 2023
Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments Shanqing Cai Subhashini Venugopalan Katie Seaver Xiang Xiao Katrin Tomanek ... Daniel E Vance Blair Casey Steve M. Gleason Philip Q. Nelson Michael P. Brenner 30 7 0 03 Dec 2023
SymNoise: Advancing Language Model Fine-tuning with Symmetric Noise A. Yadav Arjun Singh 59 2 0 03 Dec 2023
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning Cong Yang Zuchao Li Lefei Zhang 37 24 0 02 Dec 2023
From Beginner to Expert: Modeling Medical Knowledge into General LLMs Qiang Li Xiaoyan Yang Haowen Wang Qin Wang Lei Liu ... Wangshu Zhang Teng Xu Jinjie Gu Jing Zheng Guannan Zhang LM&MA ELM AI4MH 34 14 0 02 Dec 2023
Hyperparameter Optimization for Large Language Model Instruction-Tuning C. Tribes Sacha Benarroch-Lelong Peng Lu I. Kobyzev 37 12 0 01 Dec 2023
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey Tianyu Ding Tianyi Chen Haidong Zhu Jiachen Jiang Yiqi Zhong Jinxin Zhou Guangzhi Wang Zhihui Zhu Ilya Zharkov Luming Liang 35 22 0 01 Dec 2023
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way Kai Lv Shuo Zhang Tianle Gu Shuhao Xing Jiawei Hong ... Tengxiao Liu Yu Sun Penousal Machado Hang Yan Xipeng Qiu 56 7 0 01 Dec 2023
Exploring the Robustness of Decentralized Training for Large Language Models Lin Lu Chenxi Dai Wangcheng Tao Binhang Yuan Yanan Sun Pan Zhou 37 1 0 01 Dec 2023
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation Rongyao Fang Shilin Yan Zhaoyang Huang Jingqiu Zhou Hao Tian Jifeng Dai Hongsheng Li MLLM 56 10 0 30 Nov 2023
Can training neural language models on a curriculum with developmentally plausible data improve alignment with human reading behavior? Aryaman Chobey Oliver Smith Anzi Wang Grusha Prasad 43 5 0 30 Nov 2023
Merlin:Empowering Multimodal LLMs with Foresight Minds En Yu Liang Zhao Yana Wei Jinrong Yang Dongming Wu ... Haoran Wei Tiancai Wang Zheng Ge Xiangyu Zhang Wenbing Tao LRM 28 25 0 30 Nov 2023
AlignBench: Benchmarking Chinese Alignment of Large Language Models Xiao Liu Xuanyu Lei Sheng-Ping Wang Yue Huang Zhuoer Feng ... Hongning Wang Jing Zhang Minlie Huang Yuxiao Dong Jie Tang ELM LM&MA ALM 125 43 0 30 Nov 2023
Splitwise: Efficient generative LLM inference using phase splitting Pratyush Patel Esha Choukse Chaojie Zhang Aashaka Shah Íñigo Goiri Saeed Maleki Ricardo Bianchini 61 206 0 30 Nov 2023
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning Sijin Chen Xin Chen C. Zhang Mingsheng Li Gang Yu Hao Fei Erik Cambria Jiayuan Fan Tao Chen MLLM 34 83 0 30 Nov 2023
I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text Kaan Efe Keles Ömer Kaan Gürbüz Mucahid Kutlu WaLM 28 1 0 29 Nov 2023
Zero-shot Conversational Summarization Evaluations with small Large Language Models R. Manuvinakurike Saurav Sahay Sangeeta Manepalli L. Nachman ELM LM&MA 30 0 0 29 Nov 2023
AviationGPT: A Large Language Model for the Aviation Domain Liya Wang Jason Chou Xin Zhou A. Tien Diane M. Baumgartner 27 7 0 29 Nov 2023
ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model Fukun Yin Xin Chen C. Zhang Biao Jiang Zibo Zhao Jiayuan Fan Gang Yu Taihao Li Tao Chen 37 20 0 29 Nov 2023
Grounding Foundation Models through Federated Transfer Learning: A General Framework Yan Kang Tao Fan Hanlin Gu Xiaojin Zhang Lixin Fan Qiang Yang AI4CE 78 19 0 29 Nov 2023
PALM: Predicting Actions through Language Models Sanghwan Kim Daoji Huang Yongqin Xian Otmar Hilliges Luc Van Gool Xi Wang VLM 39 10 0 29 Nov 2023
Critical Influence of Overparameterization on Sharpness-aware Minimization Sungbin Shin Dongyeop Lee Maksym Andriushchenko Namhoon Lee AAML 52 1 0 29 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Z Li ELM LM&MA 36 3 0 28 Nov 2023
vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training Jehyeon Bang Yujeong Choi Myeongwoo Kim Yongdeok Kim Minsoo Rhu 35 16 0 27 Nov 2023
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 59 4 0 27 Nov 2023
MoDS: Model-oriented Data Selection for Instruction Tuning Qianlong Du Chengqing Zong Jiajun Zhang ALM 28 78 0 27 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 31 3 0 27 Nov 2023
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong Jiachen T. Wang Chenhui Zhang Zhangheng Li Yue Liu Zhangyang Wang 56 30 0 27 Nov 2023
Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models Yufei Zhan Yousong Zhu Zhiyang Chen Fan Yang E. Goles Jinqiao Wang ObjD 52 15 0 24 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 44 7 0 23 Nov 2023
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 71 11 0 23 Nov 2023
Linear Log-Normal Attention with Unbiased Concentration Yury Nahshan Dor-Joseph Kampeas E. Haleva 22 7 0 22 Nov 2023