Title
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory Xueyan Niu Bo Bai Lei Deng Wei Han 31 6 0 14 May 2024
TANQ: An open domain dataset of table answered questions Mubashara Akhtar Chenxi Pang Andreea Marzoca Yasemin Altun Julian Martin Eisenschlos LMTD RALM 41 1 0 13 May 2024
MathDivide: Improved mathematical reasoning by large language models S. Srivastava Ashutosh Gandhi LRM ReLM 24 0 0 12 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 30 81 0 09 May 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li LRM KELM 35 12 0 09 May 2024
TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation Hritik Bansal Yonatan Bitton Michal Yarom Idan Szpektor Aditya Grover Kai-Wei Chang DiffM 42 11 0 07 May 2024
Folded Context Condensation in Path Integral Formalism for Infinite Context Transformers Won-Gi Paeng Daesuk Kwon Kyungwon Jeong Honggyo Suh 63 0 0 07 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 27 3 0 07 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 29 0 0 06 May 2024
AlphaMath Almost Zero: process Supervision without process Guoxin Chen Minpeng Liao Chengxi Li Kai Fan AIMat LRM 27 81 0 06 May 2024
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering Silan Hu Xiaoning Wang AI4Ed 25 3 0 06 May 2024
Position: Leverage Foundational Models for Black-Box Optimization Xingyou Song Yingtao Tian Robert Tjarko Lange Chansoo Lee Yujin Tang Yutian Chen 38 5 0 06 May 2024
Large Language Models Synergize with Automated Machine Learning Jinglue Xu Jialong Li Zhen Liu Nagar Anthel Venkatesh Suryanarayanan Guoyuan Zhou Jia Guo Hitoshi Iba Kenji Tei 33 4 0 06 May 2024
Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management Bingzhang Wang Zhiyu Cai Muhammad Monjurul Karim Chenxi Liu Yinhai Wang 31 6 0 05 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 34 6 0 05 May 2024
DOCCI: Descriptions of Connected and Contrasting Images Yasumasa Onoe Sunayana Rane Zachary Berger Yonatan Bitton Jaemin Cho ... Zarana Parekh Jordi Pont-Tuset Garrett Tanzer Su Wang Jason Baldridge 31 48 0 30 Apr 2024
Iterative Reasoning Preference Optimization Richard Yuanzhe Pang Weizhe Yuan Kyunghyun Cho He He Sainbayar Sukhbaatar Jason Weston LRM 31 108 0 30 Apr 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 20 1 0 29 Apr 2024
ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images Huy Quang Pham Thang Kien-Bao Nguyen Quan Van Nguyen Dan Quang Tran Nghia Hieu Nguyen Kiet Van Nguyen N. Nguyen 23 2 0 29 Apr 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 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 38 24 0 27 Apr 2024
Near to Mid-term Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksandar Petrov Bertie Vidgen Christian Schroeder de Witt Fabio Pizzati ... Paul Röttger Philip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 36 5 0 25 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 37 62 0 25 Apr 2024
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings Olivia Wiles Chuhan Zhang Isabela Albuquerque Ivana Kajić Su Wang ... Jordi Pont-Tuset Aida Nematzadeh Anant Nawalgaria Jordi Pont-Tuset Aida Nematzadeh EGVM 117 13 0 25 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 19 13 0 24 Apr 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 18 34 0 23 Apr 2024
E-QGen: Educational Lecture Abstract-based Question Generation System Mao-Siang Chen An-Zi Yen AI4Ed 21 1 0 21 Apr 2024
mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture Wei Emma Zhang Hongcheng Guo Jian Yang Yi Zhang Chaoran Yan ... Chao Chen Yi Liang Xu Shi Liangfan Zheng Bowei Zhang 42 7 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 87 28 0 16 Apr 2024
HLAT: High-quality Large Language Model Pre-trained on AWS Trainium Haozheng Fan Hao Zhou Guangtai Huang Parameswaran Raman Xinwei Fu Gaurav Gupta Dhananjay Ram Yida Wang Jun Huan 31 5 0 16 Apr 2024
Crossing the principle-practice gap in AI ethics with ethical problem-solving N. Corrêa James William Santos Camila Galvão Marcelo Pasetti Dieine Schiavon Faizah Naqvi Robayet Hossain N. D. Oliveira 24 3 0 16 Apr 2024
Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training Masanori Hirano Kentaro Imajo CLL 25 1 0 16 Apr 2024
Are Large Language Models Reliable Argument Quality Annotators? Nailia Mirzakhmedova Marcel Gohsen Chia Hao Chang Benno Stein ALM 35 9 0 15 Apr 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning Sungwon Han Jinsung Yoon Sercan Ö. Arik Tomas Pfister LMTD 24 23 0 15 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 30 7 0 13 Apr 2024
Leveraging Large Language Model as Simulated Patients for Clinical Education Yaneng Li Cheng Zeng Jialun Zhong Ruoyu Zhang Minhao Zhang Lei Zou AI4Ed LM&MA 30 14 0 13 Apr 2024
FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models Yanting Wang Wei Zou Jinyuan Jia 27 1 0 12 Apr 2024
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models Evan Shieh Faye-Marie Vassel Cassidy R. Sugimoto T. Monroe-White 30 3 0 11 Apr 2024
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Tsendsuren Munkhdalai Manaal Faruqui Siddharth Gopal LRM LLMAG CLL 81 101 0 10 Apr 2024
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs Keen You Haotian Zhang E. Schoop Floris Weers Amanda Swearngin Jeffrey Nichols Yinfei Yang Zhe Gan MLLM 39 82 0 08 Apr 2024
Best-of-Venom: Attacking RLHF by Injecting Poisoned Preference Data Tim Baumgärtner Yang Gao Dana Alon Donald Metzler AAML 18 17 0 08 Apr 2024
Prompt Public Large Language Models to Synthesize Data for Private On-device Applications Shanshan Wu Zheng Xu Yanxiang Zhang Yuanbo Zhang Daniel Ramage SyDa 16 9 0 05 Apr 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models Hyeonwoo Kim Gyoungjin Gim Yungi Kim Jihoo Kim Byungju Kim Wonseok Lee Chanjun Park ReLM LRM 27 1 0 05 Apr 2024
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent Hanyu Lai Xiao Liu Iat Long Iong Shuntian Yao Yuxuan Chen ... Hao Yu Hanchen Zhang Xiaohan Zhang Yuxiao Dong Jie Tang LM&Ro LLMAG 36 44 0 04 Apr 2024
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity Jacob Varley Sumeet Singh Deepali Jain Krzysztof Choromanski Andy Zeng Somnath Basu Roy Chowdhury Kumar Avinava Dubey Vikas Sindhwani LM&Ro 15 14 0 04 Apr 2024
PRobELM: Plausibility Ranking Evaluation for Language Models Moy Yuan Chenxi Whitehouse Eric Chamoun Rami Aly Andreas Vlachos 76 4 0 04 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi-Xin Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 25 248 0 03 Apr 2024
A Survey on Error-Bounded Lossy Compression for Scientific Datasets Sheng Di Jinyang Liu Kai Zhao Xin Liang Robert Underwood ... Jon C. Calhoun Guanpeng Li Kazutomo Yoshii Khalid Ayed Alharthi Franck Cappello AI4CE 30 13 0 03 Apr 2024
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack Ying Zhou Ben He Le Sun DeLMO AAML 23 8 0 02 Apr 2024
Poro 34B and the Blessing of Multilinguality Risto Luukkonen Jonathan Burdge Elaine Zosa Aarne Talman Ville Komulainen Vaino Hatanpaa Peter Sarlin S. Pyysalo AI4CE 42 12 0 02 Apr 2024