Title
General Place Recognition Survey: Towards Real-World Autonomy Peng Yin Jianhao Jiao Shiqi Zhao Lingyun Xu Guoquan Huang Howie Choset Sebastian A. Scherer Jianda Han 71 7 0 08 May 2024
vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention Ramya Prabhu Ajay Nayak Jayashree Mohan Ramachandran Ramjee Ashish Panwar VLM 91 26 0 07 May 2024
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment Zhili Liu Yunhao Gou Kai Chen Lanqing Hong Jiahui Gao ... Yu Zhang Zhenguo Li Xin Jiang Qiang Liu James T. Kwok MoE 173 9 0 01 May 2024
Q-Newton: Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent Pingzhi Li Junyu Liu Hanrui Wang Tianlong Chen 123 1 0 30 Apr 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 91 20 0 29 Apr 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 77 1 0 29 Apr 2024
Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry Simone Barandoni F. Chiarello Lorenzo Cascone Emiliano Marrale Salvatore Puccio 85 6 0 27 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 118 50 0 23 Apr 2024
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models Yukyung Lee Soonwon Ka Bokyung Son Pilsung Kang Jaewook Kang LLMAG 94 6 0 22 Apr 2024
Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis Yufan Li Subhabrata Sen Ben Adlam MLT 112 1 0 18 Apr 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 109 5 0 18 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 119 34 0 16 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 135 6 0 11 Apr 2024
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems Zhengyuan Liu Stella Xin Yin Geyu Lin Nancy F. Chen AI4Ed 91 4 0 10 Apr 2024
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis Guangchen Lan Dong-Jun Han Abolfazl Hashemi Vaneet Aggarwal Christopher G. Brinton 144 15 0 09 Apr 2024
Evaluating Mathematical Reasoning Beyond Accuracy Shijie Xia Xuefeng Li Yixin Liu Tongshuang Wu Pengfei Liu LRM ReLM 74 24 0 08 Apr 2024
Long-horizon Locomotion and Manipulation on a Quadrupedal Robot with Large Language Models Yutao Ouyang Jinhan Li Yunfei Li Zhongyu Li Chao Yu Koushil Sreenath Yi Wu 94 15 0 08 Apr 2024
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts Weilin Cai Juyong Jiang Le Qin Junwei Cui Sunghun Kim Jiayi Huang 92 8 0 07 Apr 2024
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators Shenghai Yuan Jinfa Huang Yujun Shi Yongqi Xu Ruijie Zhu Bin Lin Xinhua Cheng Li-xin Yuan Jiebo Luo VGen 116 35 0 07 Apr 2024
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models Yuchen Liu Luigi Palmieri Sebastian Koch Ilche Georgievski Marco Aiello LM&Ro 83 15 0 04 Apr 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 81 12 0 04 Apr 2024
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models Jingyang Zhang Jingwei Sun Eric C. Yeats Ouyang Yang Martin Kuo Jianyi Zhang Hao Frank Yang Hai "Helen" Li 72 46 0 03 Apr 2024
ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models Vishnunandan L. N. Venkatesh Byung-Cheol Min LM&Ro 133 2 0 02 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 90 55 0 02 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 117 36 0 29 Mar 2024
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model Qi Gou Cam-Tu Nguyen 66 10 0 28 Mar 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 73 2 0 26 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 64 21 0 25 Mar 2024
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance Jiasheng Ye Peiju Liu Tianxiang Sun Yunhua Zhou Jun Zhan Xipeng Qiu 77 73 0 25 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 115 11 0 25 Mar 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 117 1 0 24 Mar 2024
Understanding Emergent Abilities of Language Models from the Loss Perspective Zhengxiao Du Aohan Zeng Yuxiao Dong Jie Tang UQCV LRM 99 51 0 23 Mar 2024
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guan-Feng Wang Long Bai Wan Jun Nah Jie Wang Zhaoxi Zhang Zhen Chen Jinlin Wu Mobarakol Islam Hongbin Liu Hongliang Ren 69 17 0 22 Mar 2024
VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding Ahmad A Mahmood Ashmal Vayani Muzammal Naseer Salman Khan Fahad Shahbaz Khan LRM 73 6 0 21 Mar 2024
Contextual AD Narration with Interleaved Multimodal Sequence Hanlin Wang Zhan Tong Kecheng Zheng Yujun Shen Limin Wang VGen 75 4 0 19 Mar 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments Jen-tse Huang E. Li Man Ho Lam Tian Liang Wenxuan Wang Youliang Yuan Wenxiang Jiao Xing Wang Zhaopeng Tu Michael R. Lyu ELM LLMAG 114 37 0 18 Mar 2024
Inferring Belief States in Partially-Observable Human-Robot Teams Jack Kolb Karen Feigh 57 0 0 18 Mar 2024
GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment Lance Ying Kunal Jha Shivam Aarya Joshua B. Tenenbaum Antonio Torralba Tianmin Shu 60 14 0 17 Mar 2024
ExploRLLM: Guiding Exploration in Reinforcement Learning with Large Language Models Runyu Ma Jelle Luijkx Zlatan Ajanović Jens Kober LM&Ro LRM 57 9 0 14 Mar 2024
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning Peiyuan Liu Hang Guo Tao Dai Naiqi Li Jigang Bao Xudong Ren Yong Jiang Shu-Tao Xia AI4TS 88 19 0 12 Mar 2024
NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning Bingqian Lin Yunshuang Nie Ziming Wei Jiaqi Chen Shikui Ma Jianhua Han Hang Xu Xiaojun Chang Xiaodan Liang LM&Ro LRM 90 22 0 12 Mar 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference Benjamin Eysenbach Vivek Myers Ruslan Salakhutdinov Sergey Levine AI4TS 82 8 0 06 Mar 2024
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs Aly M. Kassem Omar Mahmoud Niloofar Mireshghallah Hyunwoo J. Kim Yulia Tsvetkov Yejin Choi Sherif Saad Santu Rana 77 20 0 05 Mar 2024
Socratic Reasoning Improves Positive Text Rewriting Anmol Goel Nico Daheim Iryna Gurevych Iryna Gurevych LRM 64 4 0 05 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 91 11 0 04 Mar 2024
What Is Missing in Multilingual Visual Reasoning and How to Fix It Yueqi Song Simran Khanuja Graham Neubig VLM LRM 134 6 0 03 Mar 2024
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores Chantal Shaib Joe Barrow Jiuding Sun Alexa F. Siu Byron C. Wallace A. Nenkova 97 36 0 01 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 83 9 0 29 Feb 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 112 10 0 29 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 137 18 0 28 Feb 2024