Title
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data Poli Nemkova S. Ubani Mark V. Albert AILaw 26 0 0 15 May 2025
JobHop: A Large-Scale Dataset of Career Trajectories Iman Johary Raphaël Romero Alexandru Mara Tijl De Bie 11 0 0 12 May 2025
AI in Money Matters Nadine Sandjo Tchatchoua Richard Harper 9 0 0 12 May 2025
Large Language Models as Span Annotators Zdeněk Kasner Vilém Zouhar Patrícia Schmidtová Ivan Kartáč Kristýna Onderková Ondřej Plátek Dimitra Gkatzia Saad Mahamood Ondrej Dusek Simone Balloccu ALM 30 0 0 11 Apr 2025
Automated Archival Descriptions with Federated Intelligence of LLMs Jinghua Groppe Andreas Marquet Annabel Walz Sven Groppe 28 0 0 08 Apr 2025
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models Nikita Neveditsin Pawan Lingras V. Mago 76 0 0 26 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 48 0 0 16 Mar 2025
Tec-Habilidad: Skill Classification for Bridging Education and Employment S. Butt Hector G. Ceballos Diana P. Madera 55 0 0 05 Mar 2025
X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning Jianzhong You Yuan Gao Sangwook Kim Chris McIntosh 64 1 0 04 Mar 2025
Prompting in the Dark: Assessing Human Performance in Prompt Engineering for Data Labeling When Gold Labels Are Absent Zeyu He Saniya Naphade Ting-Hao 'Kenneth' Huang 33 0 0 16 Feb 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 49 3 0 08 Jan 2025
Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models? Yan Hu X. Zuo Yujia Zhou Xueqing Peng J. Huang ... Ruey-Ling Weng Qingyu Chen Xiaoqian Jiang Kirk Roberts Hua Xu LM&MA 29 3 0 08 Jan 2025
Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences Melanie Mcgrath Harrison Bailey Necva Bölücü Xiang Dai Sarvnaz Karimi Cécile Paris 77 0 0 16 Dec 2024
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements Zaifu Zhan Shuang Zhou Mingchen Li Rui Zhang RALM 66 5 0 24 Nov 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling Daehoon Gwak Junwoo Park Minho Park C. Park Hyunchan Lee E. Choi Jaegul Choo 64 0 0 21 Nov 2024
CurateGPT: A flexible language-model assisted biocuration tool Harry Caufield Carlo Kroll Shawn T O’Neil Justin T Reese marcin p. joachimiak ... James A McLaughlin Damian Smedley M. Haendel Peter N. Robinson Christopher J. Mungall SyDa 41 1 0 29 Oct 2024
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization Zihui Wu Haichang Gao Ping Wang Shudong Zhang Zhaoxiang Liu Shiguo Lian 21 0 0 19 Oct 2024
Human-LLM Collaborative Construction of a Cantonese Emotion Lexicon Yusong Zhang Dong Dong Chi-tim Hung Leonard Heyerdahl Tamara Giles-Vernick Eng-kiong Yeoh 21 0 0 15 Oct 2024
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction Yuwei Zhang Tong Xia Aaqib Saeed Cecilia Mascolo LM&MA 24 3 0 07 Oct 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 20 7 0 27 Sep 2024
Exploring Large Language Models for Product Attribute Value Identification Kassem Sabeh Mouna Kacimi Johann Gamper Robert Litschko Barbara Plank 29 2 0 19 Sep 2024
A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy Xiang Li Lan Zhao Junhao Ren Yajuan Sun C. Tan Zhiquan Yeo Gaoxi Xiao 16 0 0 17 Sep 2024
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji Tatsuya Hiraoka Yuchang Cheng Tomoya Iwakura 35 1 0 10 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 28 0 0 07 Sep 2024
Estimating Contribution Quality in Online Deliberations Using a Large Language Model Lodewijk Gelauff Mohak Goyal Bhargav Dindukurthi Ashish Goel Alice Siu 32 0 0 21 Aug 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas K. Maier R. Fietkau Yixing Huang F. Putz LM&MA 32 0 0 20 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 49 1 0 16 Aug 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq R. Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 29 7 0 16 Aug 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? Toufique Ahmed Premkumar Devanbu Christoph Treude Michael Pradel 68 10 0 10 Aug 2024
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH) Bernardo Consoli Xizhi Wu Song Wang Xinyu Zhao Yanshan Wang ... Huanmei Wu Yifan Peng Qi Long Tianlong Chen Ying Ding VLM LM&MA 21 0 0 24 Jul 2024
BadRobot: Jailbreaking Embodied LLMs in the Physical World Hangtao Zhang Chenyu Zhu Xianlong Wang Ziqi Zhou Yichen Wang ... Shengshan Hu Leo Yu Zhang Aishan Liu Peijin Guo Leo Yu Zhang LM&Ro 40 6 0 16 Jul 2024
An Empirical Study of Validating Synthetic Data for Formula Generation Usneek Singh J. Cambronero Sumit Gulwani Aditya Kanade Anirudh Khatry Vu Le Mukul Singh Gust Verbruggen SyDa 27 0 0 15 Jul 2024
Assessing the Effectiveness of GPT-4o in Climate Change Evidence Synthesis and Systematic Assessments: Preliminary Insights E. Joe Sai Dileep Koneru Christine J Kirchhoff 24 3 0 02 Jul 2024
Scaling Technology Acceptance Analysis with Large Language Model (LLM) Annotation Systems P. Smolinski Joseph Januszewicz J. Winiarski 21 0 0 30 Jun 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 43 28 0 28 Jun 2024
Automated Clinical Data Extraction with Knowledge Conditioned LLMs Diya Li Asim Kadav Aijing Gao Rui Li R. Bourgon 29 2 0 26 Jun 2024
Leveraging Large Language Models for Web Scraping Aman Ahluwalia Suhrud Wani 29 4 0 12 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge Bufang Yang Siyang Jiang Lilin Xu Kaiwei Liu Hai Li Guoliang Xing Hongkai Chen Xiaofan Jiang Zhenyu Yan LM&MA 35 15 0 21 May 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 16 15 0 20 May 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context Shaina Raza Ananya Raval Veronica Chatrath 36 6 0 18 May 2024
MedPromptExtract (Medical Data Extraction Tool): Anonymization and Hi-fidelity Automated data extraction using NLP and prompt engineering Roomani Srivastava Suraj Prasad Lipika Bhat Sarvesh Deshpande Barnali Das Kshitij Jadhav MedIm 11 0 0 04 May 2024
The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation Maja Pavlovic Massimo Poesio 32 17 0 02 May 2024
PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification Leon Garza Lavanya Elluri Anantaa Kotal Aritran Piplai Deepti Gupta Anupam Joshi 31 2 0 30 Apr 2024
CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military News Mengna Zhu Zijie Xu Kaisheng Zeng Kaiming Xiao Mao Wang Wenjun Ke Hongbin Huang 30 1 0 18 Apr 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 32 11 0 24 Mar 2024
Can Large Language Models abstract Medical Coded Language? Simon A. Lee Timothy Lindsey ELM LM&MA 27 10 0 16 Mar 2024
Using LLMs for the Extraction and Normalization of Product Attribute Values Alexander Brinkmann Nick Baumann Christian Bizer 14 10 0 04 Mar 2024
From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility Pravneet Kaur Gautam Siddharth Kashyap Ankit Kumar Md. Tabrez Nafis Sandeep Kumar Vikrant Shokeen LM&MA 38 54 0 25 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 11 6 0 06 Feb 2024