Title
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 116 12 0 11 Dec 2023
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models Shitian Zhao Zhuowan Li Yadong Lu Alan Yuille Yan Wang LRM 75 9 0 09 Dec 2023
Explaining Code Examples in Introductory Programming Courses: LLM vs Humans Arun Balajiee Lekshmi Narayanan Priti Oli Jeevan Chapagain Mohammad Hassany Rabin Banjade Peter Brusilovsky Vasile Rus 75 8 0 09 Dec 2023
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models Navapat Nananukul Mayank Kejriwal HILM 64 3 0 08 Dec 2023
Using Large Language Models for Hyperparameter Optimization Michael Ruogu Zhang Nishkrit Desai Juhan Bae Jonathan Lorraine Jimmy Ba 82 54 0 07 Dec 2023
Enhancing the Rationale-Input Alignment for Self-explaining Rationalization Wei Liu Yining Qi Jun Wang Zhiying Deng Yuankai Zhang Chengwei Wang Ruixuan Li 80 11 0 07 Dec 2023
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models Bingshuai Liu Chenyang Lyu Zijun Min Zhanyu Wang Jinsong Su Longyue Wang LRM 98 8 0 04 Dec 2023
Generative AI in Writing Research Papers: A New Type of Algorithmic Bias and Uncertainty in Scholarly Work Rishab Jain Aditya Jain 74 9 0 04 Dec 2023
Agent-OM: Leveraging LLM Agents for Ontology Matching Zhangcheng Qiang Weiqing Wang Kerry Taylor LLMAG 68 10 0 01 Dec 2023
Conceptual Engineering Using Large Language Models Bradley Paul Allen 53 1 0 01 Dec 2023
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation Qidong Huang Xiao-wen Dong Pan Zhang Bin Wang Conghui He Jiaqi Wang Dahua Lin Weiming Zhang Neng H. Yu MLLM 148 206 0 29 Nov 2023
Biomedical knowledge graph-optimized prompt generation for large language models Karthik Soman Peter W Rose John H Morris Rabia E Akbas Brett Smith ... Angela Rizk-Jackson Sharat Israni Charlotte A. Nelson Sui Huang Sergio Baranzini AI4MH 71 26 0 29 Nov 2023
Pragmatic Radiology Report Generation Dang Nguyen Chacha Chen He He Chenhao Tan LM&MA MedIm 69 8 0 28 Nov 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 155 239 0 28 Nov 2023
CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models Jinfeng Zhou Zhuang Chen Dazhen Wan Bosi Wen Yi Song ... Wenjing Hou Yijia Zhang Yuxiao Dong Jie Tang Minlie Huang LLMAG AI4CE OSLM 167 26 0 28 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 151 23 0 28 Nov 2023
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination Haoqiang Kang Xiao-Yang Liu RALM 90 33 0 27 Nov 2023
Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits Johannes Schneider Steffi Haag Leona Chandra Kruse 60 17 0 26 Nov 2023
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 110 85 0 24 Nov 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 158 29 0 24 Nov 2023
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 123 16 0 23 Nov 2023
T-Rex: Counting by Visual Prompting Qing Jiang Feng Li Tianhe Ren Shilong Liu Zhaoyang Zeng Kent Yu Lei Zhang 104 14 0 22 Nov 2023
Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting Daphne van Zandvoort Laura Wiersema Tom Huibers S. Dulmen S. Brinkkemper LM&MA MedIm 71 8 0 22 Nov 2023
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning Yilun Liu Shimin Tao Xiaofeng Zhao Ming Zhu Wenbing Ma ... Min Zhang Hongxia Ma Li Zhang Hao Yang Yanfei Jiang 88 13 0 22 Nov 2023
AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Bohan Chen Andrea L. Bertozzi 83 9 0 22 Nov 2023
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization Md. Naimul Hoque Tasfia Mashiat Bhavya Ghai Cecilia Shelton Fanny Chevalier Kari Kraus Niklas Elmqvist 101 19 0 21 Nov 2023
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models Jiankai Tang Kegang Wang Hongming Hu Xiyuxing Zhang Peiyu Wang Xin Liu Yuntao wang LM&MA AI4MH 57 4 0 21 Nov 2023
GPT in Data Science: A Practical Exploration of Model Selection Nathalia Nascimento Cristina Tavares Paulo S. C. Alencar Donald D. Cowan 51 5 0 20 Nov 2023
Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness Gongbo Zhang Qiao Jin Denis Jered McInerney Yong Chen Fei Wang ... Mor Peleg Byron C. Wallace Zhiyong Lu Chunhua Weng Yifan Peng 109 19 0 19 Nov 2023
Evaluating the Inclusiveness of Artificial Intelligence Software in Enhancing Project Management Efficiency -- A Review Vasileios Alevizos Ilias Georgousis Akebu Simasiku Sotiria Karypidou Antonis M. Messinis 53 3 0 18 Nov 2023
GEO: Generative Engine Optimization Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan Ameet Deshpande 89 4 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 138 0 0 16 Nov 2023
JAB: Joint Adversarial Prompting and Belief Augmentation Ninareh Mehrabi Palash Goyal Anil Ramakrishna Jwala Dhamala Shalini Ghosh Richard Zemel Kai-Wei Chang Aram Galstyan Rahul Gupta AAML 65 8 0 16 Nov 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 122 119 0 15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane Tliba M. A. Kerkouri HILM 98 11 0 14 Nov 2023
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level Yoonsu Kim Jueon Lee Seoyoung Kim Jaehyuk Park Juho Kim 130 45 0 13 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges Soheil Feizi Mohammadtaghi Hajiaghayi Keivan Rezaei Suho Shin OffRL 164 11 0 11 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 142 939 0 09 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 175 128 0 09 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 141 13 0 08 Nov 2023
Quantifying Uncertainty in Natural Language Explanations of Large Language Models Sree Harsha Tanneru Chirag Agarwal Himabindu Lakkaraju LRM 68 15 0 06 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 147 4 0 06 Nov 2023
Beyond Words: A Mathematical Framework for Interpreting Large Language Models Javier González Aditya V. Nori 26 1 0 06 Nov 2023
Can ChatGPT support software verification? Christian Janssen Cedric Richter Heike Wehrheim 33 14 0 04 Nov 2023
LLMs grasp morality in concept Mark Pock Andre Ye Jared Moore FaML 78 2 0 04 Nov 2023
An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology Reza Khanmohammadi Mohammad Mahdi Ghassemi Kyle Verdecchia A. Ghanem Luo Bing ... H. Bagher-Ebadian Farzan Siddiqui Mohamed Elshaikh B. Movsas Kundan Thind LM&MA 85 2 0 03 Nov 2023
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction Nicholas Walker Stefan Ultes Pierre Lison LM&Ro 164 1 0 03 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 88 20 0 02 Nov 2023
FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models Liqiang Jing Ruosen Li Yunmo Chen Mengzhao Jia Xinya Du MLLM 95 7 0 02 Nov 2023
Comparing Optimization Targets for Contrast-Consistent Search Hugo Fry S. Fallows Ian Fan Jamie Wright Nandi Schoots 29 2 0 01 Nov 2023