Title
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts Lingfeng Shen Weiting Tan Sihao Chen Yunmo Chen Jingyu Zhang Haoran Xu Boyuan Zheng Philipp Koehn Daniel Khashabi 92 49 0 23 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 159 22 0 23 Jan 2024
SLANG: New Concept Comprehension of Large Language Models Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Xueqi Chen KELM 64 8 0 23 Jan 2024
Can Large Language Models Write Parallel Code? Daniel Nichols Joshua H. Davis Zhaojun Xie Arjun Rajaram A. Bhatele LRM ELM ALM 92 21 0 23 Jan 2024
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model Chen Huang Duanyu Feng Wenqiang Lei Jiancheng Lv 118 2 0 23 Jan 2024
Enhancing In-context Learning via Linear Probe Calibration Momin Abbas Yi Zhou Parikshit Ram Nathalie Baracaldo Horst Samulowitz Theodoros Salonidis Tianyi Chen 114 14 0 22 Jan 2024
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection Feng Xiong Thanet Markchom Ziwei Zheng Subin Jung Varun Ojha Huizhi Liang DeLMO 55 5 0 22 Jan 2024
Less Could Be Better: Parameter-efficient Fine-tuning Advances Medical Vision Foundation Models Chenyu Lian Hong-Yu Zhou Yizhou Yu Liansheng Wang MedIm 97 10 0 22 Jan 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference Bowen Zhao Hannaneh Hajishirzi Qingqing Cao 127 21 0 22 Jan 2024
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo Chenjie Cao Xinlin Ren Yanwei Fu 94 29 0 22 Jan 2024
SMUTF: Schema Matching Using Generative Tags and Hybrid Features Yu Zhang Mei Di Haozheng Luo Chenwei Xu Richard Tzong-Han Tsai 109 0 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 138 70 0 21 Jan 2024
With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation Y. Wang D. Ma D. Cai RALM 99 20 0 21 Jan 2024
Instructional Fingerprinting of Large Language Models Lyne Tchapmi Fei Wang Mingyu Derek Ma Pang Wei Koh Chaowei Xiao Muhao Chen WaLM 75 33 0 21 Jan 2024
Using Large Language Model for End-to-End Chinese ASR and NER Yuang Li Jiawei Yu Min Zhang Mengxin Ren Yanqing Zhao Xiaofeng Zhao Miaomiao Ma Chang Su Hao Yang 103 9 0 21 Jan 2024
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch Yiqun Zhang Fanheng Kong Peidong Wang Shuang Sun Lingshuai Wang Shi Feng Daling Wang Yifei Zhang Kaisong Song 76 16 0 20 Jan 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 99 7 0 20 Jan 2024
The Radiation Oncology NLP Database Zheng Liu J. Holmes Wenxiong Liao Chenbin Liu Hua Zhou ... Quanzheng Li Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE 77 3 0 19 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 189 315 0 19 Jan 2024
Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering Haibo Wang Chenghang Lai Yixuan Sun Weifeng Ge 123 6 0 19 Jan 2024
PHOENIX: Open-Source Language Adaption for Direct Preference Optimization Matthias Uhlig Sigurd Schacht Sudarshan Kamath Barkur ALM 57 1 0 19 Jan 2024
OrchMoE: Efficient Multi-Adapter Learning with Task-Skill Synergy Haowen Wang Tao Sun Kaixiang Ji Jian Wang Cong Fan Jinjie Gu 37 1 0 19 Jan 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu J. Kolehmainen ... Ankur Gandhe Ariya Rastrow Jia Xu I. Bulyko A. Stolcke 100 1 0 19 Jan 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 100 25 0 19 Jan 2024
MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning Chenyu Wang Weixin Luo Qianyu Chen Haonan Mai Jindi Guo Sixun Dong Xiaohua Xuan MLLM LLMAG 149 20 0 19 Jan 2024
Supervised Fine-tuning in turn Improves Visual Foundation Models Xiaohu Jiang Yixiao Ge Yuying Ge Dachuan Shi Chun Yuan Ying Shan VLM CLIP 94 9 0 18 Jan 2024
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks Yichao Du Zhirui Zhang Linan Yue Xu Huang Yuqing Zhang Tong Xu Linli Xu Enhong Chen FedML 146 7 0 18 Jan 2024
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects Zhao Wang Aoxue Li Lingting Zhu Yong Guo Qi Dou Zhenguo Li VGen DiffM 104 44 0 18 Jan 2024
A Fast, Performant, Secure Distributed Training Framework For Large Language Model Wei Huang Yinggui Wang Anda Cheng Aihui Zhou Chaofan Yu Lei Wang ALM 47 13 0 18 Jan 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 129 52 0 18 Jan 2024
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native Yao Lu Song Bian Lequn Chen Yongjun He Yulong Hui ... Huanchen Zhang Minjia Zhang Qizhen Zhang Tianyi Zhou Danyang Zhuo 93 7 0 17 Jan 2024
TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion Yu-Ying Yeh Jia-Bin Huang Changil Kim Lei Xiao Thu Nguyen-Phuoc ... Cheng Zhang Manmohan Chandraker Carl S. Marshall Zhao Dong Zhengqin Li DiffM 108 36 0 17 Jan 2024
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints Kunpeng Guo Dennis Diefenbach Antoine Gourru Christophe Gravier 114 1 0 17 Jan 2024
InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding Qiaoling Chen Diandian Gu Guoteng Wang Xun Chen Yingtong Xiong ... Qi Hu Xin Jin Yonggang Wen Tianwei Zhang Peng Sun 101 8 0 17 Jan 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 101 19 0 17 Jan 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 259 323 0 17 Jan 2024
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents Kanzhi Cheng Qiushi Sun Yougang Chu Fangzhi Xu Yantao Li Jianbing Zhang Zhiyong Wu LLMAG 295 189 0 17 Jan 2024
A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model Hao Yang Jianxin Yuan Shuai Yang Linhe Xu Shuo Yuan Yifan Zeng 81 11 0 17 Jan 2024
MMToM-QA: Multimodal Theory of Mind Question Answering Chuanyang Jin Yutong Wu Jing Cao Jiannan Xiang Yen-Ling Kuo Zhiting Hu T. Ullman Antonio Torralba Joshua B. Tenenbaum Tianmin Shu 111 46 0 16 Jan 2024
Tuning Language Models by Proxy Alisa Liu Xiaochuang Han Yizhong Wang Yulia Tsvetkov Yejin Choi Noah A. Smith ALM 98 52 0 16 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models Alaaeldin El-Nouby Michal Klein Shuangfei Zhai Miguel Angel Bautista Alexander Toshev Vaishaal Shankar J. Susskind Armand Joulin VLM 105 80 0 16 Jan 2024
Solving Continual Offline Reinforcement Learning with Decision Transformer Kaixin Huang Li Shen Chen Zhao Chun Yuan Dacheng Tao CLL OffRL 93 5 0 16 Jan 2024
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture M. A. D. L. Balaguer Vinamra Benara Renato Luiz de Freitas Cunha Roberto de M. Estevao Filho Todd Hendry ... Morris Sharp B. Silva Swati Sharma Vijay Aski Ranveer Chandra FaML 119 92 0 16 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 108 16 0 16 Jan 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models Xinwei Long Jiali Zeng Fandong Meng Zhiyuan Ma Kaiyan Zhang Bowen Zhou Jie Zhou 102 20 0 16 Jan 2024
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline Minpeng Liao Wei Luo Chengxi Li Jing Wu Kai Fan LRM 117 48 0 16 Jan 2024
Key-point Guided Deformable Image Manipulation Using Diffusion Model SeokHwan Oh Gui-Jae Jung Myeong-Gee Kim Sang-Yun Kim Youngmin Kim Hyeon-jik Lee Hyuksool Kwon Hyeon-Min Bae DiffM 85 0 0 16 Jan 2024
GMLake: Efficient and Transparent GPU Memory Defragmentation for Large-scale DNN Training with Virtual Memory Stitching Cong Guo Rui Zhang Jiale Xu Jingwen Leng Zihan Liu ... Minyi Guo Hao Wu Shouren Zhao Junping Zhao Ke Zhang VLM 125 12 0 16 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 74 5 0 16 Jan 2024
Enhancing Document-level Translation of Large Language Model via Translation Mixed-instructions Yachao Li Junhui Li Jing Jiang Min Zhang 124 10 0 16 Jan 2024