Title
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 26 25 0 30 Jun 2023
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks Ziqian Zhong Ziming Liu Max Tegmark Jacob Andreas 31 93 0 30 Jun 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu Yong Cheng Zhiruo Wang Vivek Kumar Wolfgang Macherey ... Yonatan Bisk Ming Yang Kevin Patrick Murphy Alexander G. Hauptmann Lu Jiang MLLM 22 50 0 30 Jun 2023
Semi-supervised Multimodal Representation Learning through a Global Workspace Benjamin Devillers Léopold Maytié R. V. Rullen SSL 27 5 0 27 Jun 2023
Are aligned neural networks adversarially aligned? Nicholas Carlini Milad Nasr Christopher A. Choquette-Choo Matthew Jagielski Irena Gao ... Pang Wei Koh Daphne Ippolito Katherine Lee Florian Tramèr Ludwig Schmidt AAML 29 225 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 25 34 0 25 Jun 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 66 261 0 24 Jun 2023
IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations Yuxin Zi Kaushik Roy Vignesh Narayanan Manas Gaur Amit P. Sheth 32 8 0 24 Jun 2023
Is Pre-training Truly Better Than Meta-Learning? Brando Miranda P. Yu Saumya Goyal Yu-xiong Wang Oluwasanmi Koyejo 49 5 0 24 Jun 2023
Beyond Scale: the Diversity Coefficient as a Data Quality Metric Demonstrates LLMs are Pre-trained on Formally Diverse Data Alycia Lee Brando Miranda Sudharsan Sundar Sanmi Koyejo 42 17 0 24 Jun 2023
LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding Robert F. Chew John Bollenbacher Michael Wenger Jessica Speer Annice Kim ELM 32 62 0 23 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 34 10 0 23 Jun 2023
Product Information Extraction using ChatGPT Alexander Brinkmann Roee Shraga Reng Chiz Der Christian Bizer 27 11 0 23 Jun 2023
Generative Multimodal Entity Linking Senbao Shi Zhenran Xu Baotian Hu Hao Fei MLLM VLM 32 5 0 22 Jun 2023
Recent Developments in Recommender Systems: A Survey Yang Li Kangbo Liu Ranjan Satapathy Suhang Wang Erik Cambria OffRL 76 31 0 22 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 28 32 0 20 Jun 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 90 361 0 20 Jun 2023
Textbooks Are All You Need Suriya Gunasekar Yi Zhang J. Aneja C. C. T. Mendes Allison Del Giorno ... Sébastien Bubeck Ronen Eldan Adam Tauman Kalai Y. Lee Yuan-Fang Li AI4CE ALM SyDa 40 392 0 20 Jun 2023
Pushing the Limits of 3D Shape Generation at Scale Wang Yu Xuelin Qian Jingyang Huo Tiejun Huang Bo Zhao Yanwei Fu 44 11 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 40 87 0 20 Jun 2023
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset S. Naeini Raeid Saqur M. Saeidi John Giorgi Babak Taati 45 8 0 19 Jun 2023
Full Parameter Fine-tuning for Large Language Models with Limited Resources Kai Lv Yuqing Yang Tengxiao Liu Qi-jie Gao Qipeng Guo Xipeng Qiu 58 128 0 16 Jun 2023
Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Model Yuqian Sun Xingyu Li Ze-Feng Gao AI4CE 8 8 0 16 Jun 2023
Politeness Stereotypes and Attack Vectors: Gender Stereotypes in Japanese and Korean Language Models Victor Steinborn Antonis Maronikolakis Hinrich Schütze 34 0 0 16 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 44 29 0 16 Jun 2023
CHORUS: Foundation Models for Unified Data Discovery and Exploration Moe Kayali A. Lykov Ilias Fountalis N. Vasiloglou Dan Olteanu Dan Suciu 33 21 0 16 Jun 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence Siva K. Swaminathan Antoine Dedieu Rajkumar Vasudeva Raju Murray Shanahan Miguel Lazaro-Gredilla Dileep George 41 10 0 16 Jun 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 117 212 0 15 Jun 2023
Inverse Scaling: When Bigger Isn't Better I. R. McKenzie Alexander Lyzhov Michael Pieler Alicia Parrish Aaron Mueller ... Yuhui Zhang Zhengping Zhou Najoung Kim Sam Bowman Ethan Perez 41 128 0 15 Jun 2023
Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant Xianbiao Qi Jianan Wang Lei Zhang 21 0 0 15 Jun 2023
Opportunities for Large Language Models and Discourse in Engineering Design Jan Göpfert J. Weinand Patrick Kuckertz D. Stolten AI4CE 42 4 0 15 Jun 2023
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation Chuyun Shen Wenhao Li Ya Zhang Xiangfeng Wang VLM LLMAG MedIm 38 6 0 15 Jun 2023
Safeguarding Crowdsourcing Surveys from ChatGPT with Prompt Injection Chaofan Wang Samuel Kernan Freire Mo Zhang Jing Wei Jorge Goncalves V. Kostakos Zhanna Sarsenbayeva Christina Schneegass A. Bozzon E. Niforatos SILM 21 11 0 15 Jun 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... Wen Liu Dinggang Shen Xiang Li Quanzheng Li Tianming Liu LM&MA MedIm AI4CE 43 58 0 14 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 41 7 0 14 Jun 2023
Revealing the structure of language model capabilities Ryan Burnell Hank Hao Andrew R. A. Conway José Hernández-Orallo ELM 39 18 0 14 Jun 2023
MiniLLM: Knowledge Distillation of Large Language Models Yuxian Gu Li Dong Furu Wei Minlie Huang ALM 44 77 0 14 Jun 2023
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning E. Liu S. Suri Tong Mu Allan Zhou Chelsea Finn LLMAG LM&Ro 29 2 0 14 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 43 729 0 14 Jun 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 43 54 0 14 Jun 2023
INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation Yuji Chai John Gkountouras Glenn G. Ko David Brooks Gu-Yeon Wei MQ 38 19 0 13 Jun 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent Ziniu Hu Ahmet Iscen Chen Sun Kai-Wei Chang Yizhou Sun David A. Ross Cordelia Schmid Alireza Fathi 44 11 0 13 Jun 2023
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control Longtao Zheng R. Wang Xinrun Wang Bo An LLMAG 30 60 0 13 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 36 14 0 13 Jun 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 33 51 0 12 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 36 84 0 12 Jun 2023
The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases Jiancheng Yang Hongwei Bran Li D. Wei LM&MA MedIm AI4MH 31 28 0 11 Jun 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Yifan Song Weimin Xiong Dawei Zhu Wenhao Wu Han Qian ... Cheng Li Ke Wang Rong Yao Ye Tian Sujian Li RALM LLMAG CLL LM&MA 31 59 0 11 Jun 2023
NuCLR: Nuclear Co-Learned Representations O. Kitouni Niklas Nolte S. Trifinopoulos Subhash Kantamneni Mike Williams NAI 23 1 0 09 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 52 197 0 09 Jun 2023