Title
Align on the Fly: Adapting Chatbot Behavior to Established Norms Chunpu Xu Steffi Chern Ethan Chern Ge Zhang Zekun Wang Ruibo Liu Jing Li Jie Fu Pengfei Liu 24 20 0 26 Dec 2023
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification Rui Song Fausto Giunchiglia Yingji Li Mingjie Tian Hao Xu OOD 35 3 0 25 Dec 2023
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators Chen Zhang L. F. D’Haro Yiming Chen Malu Zhang Haizhou Li ELM 21 29 0 24 Dec 2023
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 73 77 0 23 Dec 2023
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization Shuoran Jiang Qingcai Chen Youcheng Pan Yang Xiang Yukang Lin Xiangping Wu Chuanyi Liu Xiaobao Song ODL 41 9 0 23 Dec 2023
PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs Max Zimmer Megi Andoni Christoph Spiegel Sebastian Pokutta VLM 57 10 0 23 Dec 2023
Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention Zhen Tan Tianlong Chen Zhenyu Zhang Huan Liu 52 15 0 22 Dec 2023
Plan, Posture and Go: Towards Open-World Text-to-Motion Generation Jinpeng Liu Wen-Dao Dai Chunyu Wang Yiji Cheng Yansong Tang Xin Tong VGen DiffM 77 17 0 22 Dec 2023
OpenRL: A Unified Reinforcement Learning Framework Shiyu Huang Wentse Chen Yiwen Sun Fuqing Bie Weijuan Tu 53 3 0 20 Dec 2023
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors Yi-Fan Zhang Zhang Zhang Liang Wang Tien-Ping Tan Rong Jin DeLMO 98 10 0 20 Dec 2023
Learning and Forgetting Unsafe Examples in Large Language Models Jiachen Zhao Zhun Deng David Madras James Zou Mengye Ren MU KELM CLL 94 17 0 20 Dec 2023
Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy Yao-Min Zhao Zhitian Xie Chen Liang Chenyi Zhuang Jinjie Gu 70 12 0 20 Dec 2023
Optimizing Distributed Training on Frontier for Large Language Models Sajal Dash Isaac Lyngaas Junqi Yin Xiao Wang Romain Egele Guojing Cong Feiyi Wang Prasanna Balaprakash ALM MoE 91 13 0 20 Dec 2023
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model Shraman Pramanick Guangxing Han Rui Hou Sayan Nag Ser-Nam Lim Nicolas Ballas Qifan Wang Rama Chellappa Amjad Almahairi VLM MLLM 53 29 0 19 Dec 2023
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction Yucheng Li Frank Geurin Chenghua Lin 29 26 0 19 Dec 2023
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering Chun-Mei Feng Yang Bai Yaoyu Zhang Zhen Li Salman Khan Wangmeng Zuo Xinxing Xu Rick Siow Mong Goh Yong-Jin Liu 42 5 0 19 Dec 2023
Mask Grounding for Referring Image Segmentation Yong Xien Chng Henry Zheng Yizeng Han Xuchong Qiu Gao Huang ISeg ObjD 55 15 0 19 Dec 2023
Fluctuation-based Adaptive Structured Pruning for Large Language Models Yongqi An Xu Zhao Tao Yu Ming Tang Jinqiao Wang 42 42 0 19 Dec 2023
Efficient LLM inference solution on Intel GPU Hui Wu Yi Gan Feng Yuan Jing Ma Wei Zhu ... Hong Zhu Yuhua Zhu Xiaoli Liu Jinghui Gu Peng Zhao 37 3 0 19 Dec 2023
An Adaptive Placement and Parallelism Framework for Accelerating RLHF Training Youshao Xiao Weichang Wu Zhenglei Zhou Fagui Mao Shangchun Zhao Lin Ju Lei Liang Xiaolu Zhang Jun Zhou 34 5 0 19 Dec 2023
M3DBench: Let's Instruct Large Models with Multi-modal 3D Prompts Mingsheng Li Xin Chen C. Zhang Sijin Chen Erik Cambria Fukun Yin Gang Yu Tao Chen 41 24 0 17 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 35 79 0 17 Dec 2023
ProTIP: Progressive Tool Retrieval Improves Planning R. Anantha Bortik Bandyopadhyay Anirudh Kashi Sayantan Mahinder Andrew W Hill Srinivas Chappidi 27 6 0 16 Dec 2023
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU Yixin Song Zeyu Mi Haotong Xie Haibo Chen BDL 125 122 0 16 Dec 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 122 1 0 15 Dec 2023
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang Yingzhe Peng Haoxuan Ma Shuo Xu Chi Zhang Yucheng Han Hanwang Zhang 42 5 0 15 Dec 2023
VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation Jinguo Zhu Xiaohan Ding Yixiao Ge Yuying Ge Sijie Zhao Hengshuang Zhao Xiaohua Wang Ying Shan ViT VLM 24 33 0 14 Dec 2023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 24 23 0 14 Dec 2023
Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking Shitong Sun Fanghua Ye Shaogang Gong 34 13 0 14 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 47 7 0 14 Dec 2023
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks Xiaoxia Wu Haojun Xia Stephen Youn Zhen Zheng Shiyang Chen ... Reza Yazdani Aminabadi Yuxiong He Olatunji Ruwase Leon Song Zhewei Yao 78 8 0 14 Dec 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer Xinpeng Wang Xiaoyuan Yi Han Jiang Shanlin Zhou Zhihua Wei Xing Xie 43 13 0 13 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 45 54 0 13 Dec 2023
Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AI Kai Huang Boyuan Yang Wei Gao 39 1 0 13 Dec 2023
CBQ: Cross-Block Quantization for Large Language Models Xin Ding Xiaoyu Liu Zhijun Tu Yun-feng Zhang Wei Li ... Hanting Chen Yehui Tang Zhiwei Xiong Baoqun Yin Yunhe Wang MQ 40 13 0 13 Dec 2023
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh-Vahid Iman Mirzadeh Dmitry Belenko Karen Khatamifard Minsik Cho C. C. D. Mundo Mohammad Rastegari Mehrdad Farajtabar 77 114 0 12 Dec 2023
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales Taeyoon Kwon Kai Tzu-iunn Ong Dongjin Kang Seungjun Moon Junseong Lee Dosik Hwang Yongsik Sim B. Sohn Dongha Lee Jinyoung Yeo LRM LM&MA 39 30 0 12 Dec 2023
DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers S. Chandy Varun Gangal Yi Yang Gabriel Maggiotti 42 0 0 11 Dec 2023
LLM360: Towards Fully Transparent Open-Source LLMs Zhengzhong Liu Aurick Qiao Willie Neiswanger Hongyi Wang Bowen Tan ... Zhiting Hu Mark Schulze Preslav Nakov Timothy Baldwin Eric Xing 54 70 0 11 Dec 2023
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 49 1 0 11 Dec 2023
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models Yubin Wang Xinyang Jiang De Cheng Dongsheng Li Cairong Zhao VLM 42 15 0 11 Dec 2023
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models Jiaxu Zhao Meng Fang Shirui Pan Wenpeng Yin Mykola Pechenizkiy ELM 37 11 0 11 Dec 2023
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator Henry Hengyuan Zhao Pan Zhou Mike Zheng Shou MLLM SyDa 43 7 0 11 Dec 2023
MAFA: Managing False Negatives for Vision-Language Pre-training Jaeseok Byun Dohoon Kim Taesup Moon VLM 18 4 0 11 Dec 2023
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge Jinrong Yang Jian‐Yuan Sun Chunrui Han Xiangyu Zhang MLLM VLM 66 74 0 11 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 35 8 0 11 Dec 2023
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-wei Lee 41 11 0 11 Dec 2023
Stateful Large Language Model Serving with Pensieve Lingfan Yu Jinyang Li RALM KELM LLMAG 47 12 0 09 Dec 2023
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism Yanxi Chen Xuchen Pan Yaliang Li Bolin Ding Jingren Zhou LRM 46 30 0 08 Dec 2023
Train ñ Trade: Foundations of Parameter Markets Tzu-Heng Huang Harit Vishwakarma Frederic Sala AIFin 37 2 0 07 Dec 2023