Title
Large-scale Foundation Models and Generative AI for BigData Neuroscience Ran Wang Zhe Sage Chen MedIm AI4CE LRM 29 8 0 27 Oct 2023
LLM Performance Predictors are good initializers for Architecture Search Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan Dujian Ding LRM 51 19 0 25 Oct 2023
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT Yirong Chen Zhenyu Wang Xiaofen Xing Huimin Zheng Zhipei Xu ... Junhong Wang Sihang Li Jieling Wu Qi Liu Xiangmin Xu LM&MA AI4MH 24 61 0 24 Oct 2023
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge Ali Maatouk Fadhel Ayed Nicola Piovesan Antonio De Domenico Merouane Debbah Zhi-Quan Luo 28 44 0 23 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 24 2 0 23 Oct 2023
Exploring the Boundaries of GPT-4 in Radiology Qianchu Liu Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro ... Anja Thieme A. Nori M. Lungren Ozan Oktay Javier Alvarez-Valle LM&MA AI4CE 40 36 0 23 Oct 2023
AlpaCare:Instruction-tuned Large Language Models for Medical Application Xinlu Zhang Chenxin Tian Xianjun Yang Lichang Chen Zekun Li Linda R. Petzold LM&MA 32 59 0 23 Oct 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 27 1 0 22 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 21 33 0 22 Oct 2023
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Derong Xu Feng Tian Yefeng Zheng MoE 34 62 0 21 Oct 2023
Graph AI in Medicine Ruth Johnson Michelle M. Li Ayush Noori Owen Queen Marinka Zitnik 29 3 0 20 Oct 2023
An LLM can Fool Itself: A Prompt-Based Adversarial Attack Xilie Xu Keyi Kong Ning Liu Li-zhen Cui Di Wang Jingfeng Zhang Mohan Kankanhalli AAML SILM 36 68 0 20 Oct 2023
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries Yiqiao Jin Mohit Chandra Gaurav Verma Yibo Hu Munmun De Choudhury Srijan Kumar LM&MA ELM 89 66 0 19 Oct 2023
Data Augmentations for Improved (Large) Language Model Generalization Amir Feder Yoav Wald Claudia Shi S. Saria David M. Blei OOD CML 32 7 0 19 Oct 2023
On the Benefit of Generative Foundation Models for Human Activity Recognition Zi-Jian Leng Hyeokhyen Kwon Thomas Plötz VGen 14 2 0 18 Oct 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs Jiefeng Chen Jinsung Yoon Sayna Ebrahimi Sercan Ö. Arik Tomas Pfister Somesh Jha 33 31 0 18 Oct 2023
Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models Khushboo Verma Marina Moore Stephanie Wottrich Karla Robles López Nishant Aggarwal ... Maimoona Saeed Tatiana López Velarde Pena Bryan R. Barksdale Sushovan Guha Satwant Kumar ELM AI4MH LM&MA 19 0 0 17 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 118 0 16 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Issey Sukeda Masahiro Suzuki Hiroki Sakaji Satoshi Kodera LM&MA 27 7 0 16 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 30 20 0 13 Oct 2023
Evaluation of ChatGPT-Generated Medical Responses: A Systematic Review and Meta-Analysis Qiuhong Wei Zhengxiong Yao Ying Cui Bo Wei Zhezhen Jin Ximing Xu AI4MH ELM LM&MA 15 40 0 12 Oct 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 24 17 0 12 Oct 2023
Large Language Models for Scientific Synthesis, Inference and Explanation Yizhen Zheng Huan Yee Koh Jiaxin Ju A. T. Nguyen Lauren T. May Geoffrey I. Webb Shirui Pan ELM 54 32 0 12 Oct 2023
OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models Yuhe Liu Changhua Pei Longlong Xu Bohan Chen Mingze Sun ... Gaogang Xie Xidao Wen Xiaohui Nie Minghua Ma Dan Pei ELM 16 2 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 184 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 24 21 0 11 Oct 2023
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT Shyni Sharaf V. Anoop LM&MA 24 2 0 11 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 29 21 0 10 Oct 2023
Multilingual Jailbreak Challenges in Large Language Models Yue Deng Wenxuan Zhang Sinno Jialin Pan Lidong Bing AAML 36 114 0 10 Oct 2023
The Importance of Prompt Tuning for Automated Neuron Explanations Justin Lee Tuomas P. Oikarinen Arjun Chatha Keng-Chi Chang Yilan Chen Tsui-Wei Weng LRM 30 5 0 09 Oct 2023
CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent Yiren Liu Si Chen Haocong Cheng Mengxia Yu Xiao Ran Andrew Mo Yiliu Tang Yun Huang LLMAG 41 46 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 63 46 0 09 Oct 2023
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition Guanting Dong Hongyi Yuan Keming Lu Chengpeng Li Mingfeng Xue Dayiheng Liu Wei Wang Zheng Yuan Chang Zhou Jingren Zhou LRM CLL 34 121 0 09 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 129 45 0 08 Oct 2023
Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models Surjya Ray Pratik Mehta Hongen Zhang Ada Chaman Jian Wang Chung-Jen Ho Michael Chiou T. Suleman 11 1 0 06 Oct 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 38 68 0 06 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 38 76 0 05 Oct 2023
Redefining Digital Health Interfaces with Large Language Models F. Imrie Paulius Rauba M. Schaar AI4MH LM&MA 27 3 0 05 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 43 224 0 04 Oct 2023
Assessing Large Language Models on Climate Information Jannis Bulian Mike S. Schäfer Afra Amini Heidi Lam Massimiliano Ciaramita ... Michelle Chen Huebscher Christian Buck Niels G. Mede Markus Leippold Nadine Strauss ELM 25 22 0 04 Oct 2023
OceanGPT: A Large Language Model for Ocean Science Tasks Zhen Bi Ningyu Zhang Yida Xue Yixin Ou Daxiong Ji Guozhou Zheng Huajun Chen ALM LLMAG 31 28 0 03 Oct 2023
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence Wei Sun Mingxiao Li Damien Sileo Jesse Davis Marie-Francine Moens MedIm 19 0 0 02 Oct 2023
Enabling Language Models to Implicitly Learn Self-Improvement Ziqi Wang Le Hou Tianjian Lu Yuexin Wu Yunxuan Li Hongkun Yu Heng Ji ReLM LRM 16 6 0 02 Oct 2023
Parameter-Efficient Tuning Helps Language Model Alignment Tianci Xue Ziqi Wang Heng Ji ALM 38 6 0 01 Oct 2023
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 37 35 0 29 Sep 2023
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks T. Han S. Nebelung Firas Khader Tian Wang Gustav Mueller-Franzes ... Jens Kleesiek Christoph Haarburger Keno K. Bressem Jakob Nikolas Kather Daniel Truhn AAML 18 6 0 29 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 35 3 0 28 Sep 2023
The Confidence-Competence Gap in Large Language Models: A Cognitive Study Aniket Kumar Singh Suman Devkota Bishal Lamichhane Uttam Dhakal Chandra Dhakal LRM 24 9 0 28 Sep 2023
Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension Yuhong Zhang Qin Li Sujal Nahata Tasnia Jamal Shih-kuen Cheng G. Cauwenberghs Tzyy-Ping Jung 23 2 0 27 Sep 2023
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Marialena Bevilacqua Kezia Oketch Ruiyang Qin Will Stamey Xinyuan Zhang Yi Gan Kai Yang A. Abbasi DeLMO 36 10 0 25 Sep 2023