Title
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 61 36 0 30 Jan 2024
Conditional and Modal Reasoning in Large Language Models Wesley H. Holliday M. Mandelkern Cedegao E. Zhang LRM 37 5 0 30 Jan 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Yifan Peng Jinchuan Tian William Chen Siddhant Arora Brian Yan ... Kwanghee Choi Jiatong Shi Xuankai Chang Jee-weon Jung Shinji Watanabe VLM OSLM 39 42 0 30 Jan 2024
Enhancing Molecular Property Prediction with Auxiliary Learning and Task-Specific Adaptation Vishal Dey Xia Ning AAML AI4CE 29 0 0 29 Jan 2024
VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models Yi Zhao Yilin Zhang Rong Xiang Jing Li Hillming Li 48 16 0 29 Jan 2024
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning Alireza Ghafarollahi Markus J. Buehler LLMAG AI4CE 34 24 0 27 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 54 24 0 27 Jan 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 40 10 0 25 Jan 2024
Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution Cheng Qian Shihao Liang Yujia Qin Yining Ye Xin Cong Yankai Lin Yesai Wu Zhiyuan Liu Maosong Sun LLMAG 24 13 0 25 Jan 2024
MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds Xiaolong Jin Zhuo Zhang Xiangyu Zhang 18 3 0 25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 48 5 0 24 Jan 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu ... Laurie Dimisko Ran Xiao J. H. Yoon Carl Yang Xiaoping Hu LM&MA ELM AI4MH 16 4 0 24 Jan 2024
Can AI Assistants Know What They Don't Know? Qinyuan Cheng Tianxiang Sun Xiangyang Liu Wenwei Zhang Zhangyue Yin Shimin Li Linyang Li Zhengfu He Kai Chen Xipeng Qiu 47 24 0 24 Jan 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma Junlei Zhang Zhihao Zhu Cheng Yang Yujiu Yang Yaohui Jin Zhenzhong Lan Lingpeng Kong Junxian He ELM LLMAG 39 61 0 24 Jan 2024
SpacTor-T5: Pre-training T5 Models with Span Corruption and Replaced Token Detection Ke Ye Heinrich Jiang Afshin Rostamizadeh Ayan Chakrabarti Giulia DeSalvo Jean-François Kagy Lazaros Karydas Gui Citovsky Sanjiv Kumar 41 0 0 24 Jan 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 40 48 0 23 Jan 2024
Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study Wenjie Huang Cyril Allauzen Tongzhou Chen Kilol Gupta Ke Hu James Qin Yu Zhang Yongqiang Wang Shuo-yiin Chang Tara N. Sainath MoMe 45 10 0 23 Jan 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 78 222 0 22 Jan 2024
General Flow as Foundation Affordance for Scalable Robot Learning Chengbo Yuan Chuan Wen Tong Zhang Yang Gao AI4CE 28 31 0 21 Jan 2024
Critical Data Size of Language Models from a Grokking Perspective Xuekai Zhu Yao Fu Bowen Zhou Zhouhan Lin 22 14 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 32 21 0 19 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 56 59 0 18 Jan 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents Tongxin Yuan Zhiwei He Lingzhong Dong Yiming Wang Ruijie Zhao ... Binglin Zhou Fangqi Li Zhuosheng Zhang Rui Wang Gongshen Liu ELM 41 62 0 18 Jan 2024
Whispering Pixels: Exploiting Uninitialized Register Accesses in Modern GPUs Frederik Dermot Pustelnik Xhani Marvin Saß Jean-Pierre Seifert SILM 24 2 0 16 Jan 2024
ModaVerse: Efficiently Transforming Modalities with LLMs Xinyu Wang Bohan Zhuang Qi Wu 14 11 0 12 Jan 2024
xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein Bo Chen Xingyi Cheng Pan Li Yangli-ao Geng Jing Gong ... Chiming Liu Aohan Zeng Yuxiao Dong Jie Tang Leo T. Song 47 102 0 11 Jan 2024
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments Antoine Dedieu Wolfgang Lehrach Guangyao Zhou Dileep George Miguel Lazaro-Gredilla 48 2 0 11 Jan 2024
T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge M. Belgiovine Joshua Groen Miquel Sirera Chinenye Tassie Ayberk Yarkin Yildiz Sage Trudeau Stratis Ioannidis Kaushik R. Chowdhury 14 2 0 09 Jan 2024
Visual Enumeration is Challenging for Large-scale Generative AI Alberto Testolin Kuinan Hou Marco Zorzi 40 2 0 09 Jan 2024
How predictable is language model benchmark performance? David Owen ELM LRM 29 19 0 09 Jan 2024
AI and Generative AI for Research Discovery and Summarization Mark Glickman Yi Zhang 35 17 0 08 Jan 2024
Computational Argumentation-based Chatbots: a Survey Federico Castagna Nadin Kökciyan I. Sassoon Simon Parsons Elizabeth I. Sklar 44 6 0 07 Jan 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu MoE ALM 29 14 0 05 Jan 2024
Memory, Consciousness and Large Language Model Jitang Li Jinzheng Li 21 5 0 04 Jan 2024
MobileAgent: enhancing mobile control via human-machine interaction and SOP integration Tinghe Ding LLMAG LM&Ro 52 6 0 04 Jan 2024
A Vision Check-up for Language Models Pratyusha Sharma Tamar Rott Shaham Manel Baradad Stephanie Fu Adrian Rodriguez-Munoz Shivam Duggal Phillip Isola Antonio Torralba VLM LRM 78 24 0 03 Jan 2024
Ravnest: Decentralized Asynchronous Training on Heterogeneous Devices A. Menon Unnikrishnan Menon Kailash Ahirwar 29 1 0 03 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 64 21 0 03 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 55 78 0 02 Jan 2024
Improving In-context Learning via Bidirectional Alignment Chengwei Qin Wenhan Xia Fangkai Jiao Chen Chen Yuchen Hu Bosheng Ding Chenyu You 45 7 0 28 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 73 17 0 27 Dec 2023
LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing Luyi Ma Nikhil Thakurdesai Jiaoayan Chen Jianpeng Xu Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 27 0 0 26 Dec 2023
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference Hongzheng Chen Jiahao Zhang Yixiao Du Shaojie Xiang Zichao Yue Niansong Zhang Yaohui Cai Zhiru Zhang 65 35 0 23 Dec 2023
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes Lizhou Fan Wenyue Hua Lingyao Li Haoyang Ling Yongfeng Zhang LRM 31 47 0 22 Dec 2023
Parrot Captions Teach CLIP to Spot Text Yiqi Lin Conghui He Alex Jinpeng Wang Bin Wang Weijia Li Mike Zheng Shou 41 7 0 21 Dec 2023
ZeroShape: Regression-based Zero-shot Shape Reconstruction Zixuan Huang Stefan Stojanov Anh Thai Varun Jampani James M. Rehg 3DV 30 23 0 21 Dec 2023
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 45 249 0 20 Dec 2023
LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks Saad Ullah Mingji Han Saurabh Pujar Hammond Pearce Ayse K. Coskun Gianluca Stringhini ELM LRM 26 62 0 19 Dec 2023
Emergence of In-Context Reinforcement Learning from Noise Distillation Ilya Zisman Vladislav Kurenkov Alexander Nikulin Viacheslav Sinii Sergey Kolesnikov OffRL 48 10 0 19 Dec 2023
Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment Fengli Xu Jun Zhang Chen Gao J. Feng Yong Li AI4CE LLMAG 31 29 0 19 Dec 2023