Title
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 122 12 0 10 May 2024
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM Urjitkumar Patel Fang-Chun Yeh Chinmay Gondhalekar 70 3 0 10 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li D. Yin Tat-Seng Chua Qing Li RALM 3DV 170 260 0 10 May 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 107 91 0 09 May 2024
DOLOMITES: Domain-Specific Long-Form Methodical Tasks Chaitanya Malaviya Priyanka Agrawal Kuzman Ganchev Pranesh Srinivasan Fantine Huot Jonathan Berant Mark Yatskar Dipanjan Das Mirella Lapata Chris Alberti 71 6 0 09 May 2024
Detecting Statements in Text: A Domain-Agnostic Few-Shot Solution Sandrine Chausson Bjorn Ross 37 0 0 09 May 2024
Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models Yitian Li Jidong Tian Hao He Yaohui Jin LRM ReLM 74 2 0 09 May 2024
Automated Program Repair: Emerging trends pose and expose problems for benchmarks J. Renzullo Pemma Reiter Westley Weimer Stephanie Forrest 95 3 0 08 May 2024
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning Inderjeet Nair Lu Wang LRM 51 1 0 08 May 2024
ChuXin: 1.6B Technical Report Xiaomin Zhuang Yufan Jiang Qiaozhi He Zhihua Wu ALM 61 0 0 08 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 137 43 0 08 May 2024
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking Emre Can Acikgoz Mete Erdogan Deniz Yuret 86 8 0 07 May 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts Shudan Zhang Hanlin Zhao Xiao Liu Qinkai Zheng Zehan Qi Xiaotao Gu Xiaohan Zhang Yuxiao Dong Jie Tang ELM 116 17 0 07 May 2024
Optimizing Language Model's Reasoning Abilities with Weak Supervision Yongqi Tong Sizhe Wang Dawei Li Yifan Wang Simeng Han Zi Lin Chengsong Huang Jiaxin Huang Jingbo Shang LRM ReLM 99 10 0 07 May 2024
Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application Jian Jia Yipei Wang Yan Li Honggang Chen Xuehan Bai ... Jian Liang Quan Chen Han Li Peng Jiang Kun Gai KELM 102 8 0 07 May 2024
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech Zhongren Dong Zixing Zhang Weixiang Xu Jing Han Jianjun Ou Björn W. Schuller 94 2 0 07 May 2024
Self-Improving Customer Review Response Generation Based on LLMs Guy Azov Tatiana Pelc Adi Fledel Alon Gila Kamhi 73 2 0 06 May 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 93 16 0 06 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 114 23 0 06 May 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 99 6 0 05 May 2024
Is Flash Attention Stable? Alicia Golden Samuel Hsia Fei Sun Bilge Acun Basil Hosmer ... Zachary DeVito Jeff Johnson Gu-Yeon Wei David Brooks Carole-Jean Wu 70 5 0 05 May 2024
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs Feiyang Kang H. Just Yifan Sun Himanshu Jahagirdar Yuanzhi Zhang Rongxing Du Anit Kumar Sahu Ruoxi Jia 102 22 0 05 May 2024
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning Jing Xu Jingzhao Zhang 102 7 0 04 May 2024
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation Yaoyiran Li Xiang Zhai M. Alzantot Keyi Yu Ivan Vulić Anna Korhonen Mohamed Hammad 90 16 0 03 May 2024
Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models Piotr Padlewski Max Bain Matthew Henderson Zhongkai Zhu Nishant Relan ... Che Zheng Cyprien de Masson dÁutume Dani Yogatama Mikel Artetxe Yi Tay VLM 152 27 0 03 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? Maxime Zanella Ismail Ben Ayed VLM MLLM 112 25 0 03 May 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Weiqi Zhang Jiexia Ye Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 103 29 0 03 May 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation You-Chen Liu Lingdong Kong Xiaoyang Wu Runnan Chen Xin Li Liang Pan Ziwei Liu Yuexin Ma 3DPC 125 19 0 02 May 2024
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights Wenhao Zhu Shujian Huang Fei Yuan Cheng Chen Jiajun Chen Alexandra Birch LRM 138 5 0 02 May 2024
DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection Yanjing Yang Xin Zhou Runfeng Mao Jinwei Xu Lanxin Yang Yu Zhangm Haifeng Shen He Zhang 51 17 0 02 May 2024
Investigating Automatic Scoring and Feedback using Large Language Models G. Katuka Alexander Gain Yen-Yun Yu AI4Ed ALM 66 3 0 01 May 2024
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance Huan-Yi Su Ke Wu Yu-Hao Huang Wu-Jun Li 88 1 0 01 May 2024
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models Hongzhan Lin Zixin Chen Ziyang Luo Mingfei Cheng Jing Ma Guang Chen 98 6 0 01 May 2024
MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model Rajat Sahay Andreas E. Savakis MoE 94 0 0 01 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 110 11 0 01 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 142 11 0 30 Apr 2024
General Purpose Verification for Chain of Thought Prompting Robert Vacareanu Anurag Pratik Evangelia Spiliopoulou Zheng Qi Giovanni Paolini Neha Ann John Jie Ma Yassine Benajiba Miguel Ballesteros LRM 44 10 0 30 Apr 2024
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation Yunhao Ge Fangyin Wei Siddharth Gururani Nayeon Lee Xuan Li Huayu Chen CoGe DiffM 78 17 0 30 Apr 2024
PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games Stephanie Buongiorno Lawrence J. Klinkert Tanishq Chawla Zixin Zhuang Corey Clark LLMAG 76 7 0 30 Apr 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 135 25 0 30 Apr 2024
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 113 10 0 29 Apr 2024
AppPoet: Large Language Model based Android malware detection via multi-view prompt engineering Wenxiang Zhao Juntao Wu Zhaoyi Meng AAML 58 14 0 29 Apr 2024
Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language we Prompt them in Utkarsh Agarwal Kumar Tanmay Aditi Khandelwal Monojit Choudhury LRM 73 19 0 29 Apr 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 82 1 0 29 Apr 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 300 197 0 29 Apr 2024
ir_explain: a Python Library of Explainable IR Methods Siyang Song Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 144 1 0 29 Apr 2024
BlockLLM: Multi-tenant Finer-grained Serving for Large Language Models Jiamin Li Le Xu Hong-Yu Xu Aditya Akella 61 2 0 28 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 121 5 0 28 Apr 2024
CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments Kaixuan Huang Yuanhao Qu H. Cousins William A. Johnson Di Yin Mihir Shah Denny Zhou R. Altman Mengdi Wang Le Cong LLMAG 85 45 0 27 Apr 2024
Temporal Scaling Law for Large Language Models Yizhe Xiong Xiansheng Chen Xin Ye Hui Chen Zijia Lin ... Zhenpeng Su Wei Huang Jianwei Niu Jiawei Han Guiguang Ding 131 10 0 27 Apr 2024