Title
NLP for Knowledge Discovery and Information Extraction from Energetics Corpora Francis G. VanGessel Efrem Perry Salil Mohan Oliver M. Barham Mark Cavolowsky 111 0 0 10 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 246 425 0 09 Feb 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 120 34 0 27 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 145 94 0 25 Jan 2024
Question answering systems for health professionals at the point of care -- a systematic review Gregory Kell A. Roberts Serge Umansky Linglong Qian Davide Ferrari Frank Soboczenski Byron Wallace Nikhil Patel Iain J. Marshall AI4MH 76 11 0 24 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 54 11 0 20 Jan 2024
The Radiation Oncology NLP Database Zheng Liu J. Holmes Wenxiong Liao Chenbin Liu Lian-Cheng Zhang ... Quanzheng Li Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE 75 3 0 19 Jan 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering Qing Li Lei Li Yu Li LM&MA AI4MH 80 7 0 15 Jan 2024
Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication Philip Chung Christine T. Fong Andrew M. Walters N. Aghaeepour Meliha Yetisgen-Yildiz V. O’Reilly-Shah LM&MA ELM 61 33 0 03 Jan 2024
EHR Interaction Between Patients and AI: NoteAid EHR Interaction Xiaocheng Zhang Zonghai Yao Hong-ye Yu LM&MA 94 2 0 29 Dec 2023
RJUA-QA: A Comprehensive QA Dataset for Urology Shiwei Lyu Chenfei Chi Hongbo Cai Lei Shi Xiaoyan Yang ... Xiaowei Ma Yue Shen Jinjie Gu Wei Xue Yiran Huang LM&MA 56 3 0 15 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 109 153 0 10 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models Zongjie Li Chaozheng Wang Chaowei Liu Pingchuan Ma Daoyuan Wu Shuai Wang Cuiyun Gao VLM 79 6 0 07 Dec 2023
Clinical Notes Reveal Physician Fatigue Chao-Chun Hsu Ziad Obermeyer Chenhao Tan 54 1 0 05 Dec 2023
Breast Ultrasound Report Generation using LangChain Jaeyoung Huh HyunWook Park Jong Chul Ye 31 6 0 05 Dec 2023
CLAMP: Contrastive LAnguage Model Prompt-tuning Piotr Teterwak Ximeng Sun Bryan A. Plummer Kate Saenko Ser-Nam Lim MLLM VLM 82 1 0 04 Dec 2023
Methods to Estimate Large Language Model Confidence Maia Kotelanski Robert Gallo Ashwin Nayak Thomas Savage LM&MA 103 6 0 28 Nov 2023
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Kwanyoung Kim Y. Oh S. Park H. Byun Joongyo Lee Jin Sung Kim Yong Bae Kim Jong Chul Ye 111 0 0 27 Nov 2023
Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams Ramon Pires Thales Sales Almeida Hugo Queiroz Abonizio Rodrigo Nogueira ELM 111 4 0 23 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 149 61 0 20 Nov 2023
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Shengdi Yin Hongfei Lin LM&MA 135 54 0 20 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 148 171 0 16 Nov 2023
An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping Keith Harrigian Tina Tang Anthony Gonzales Cindy X. Cai Mark Dredze VLM 63 2 0 15 Nov 2023
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation Yang Zhang Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang Xiangnan He 97 88 0 30 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 83 64 0 24 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 77 2 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 65 1 0 22 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Issey Sukeda Masahiro Suzuki Hiroki Sakaji Satoshi Kodera LM&MA 77 9 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 89 22 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 27 52 0 12 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 96 24 0 11 Oct 2023
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT Shyni Sharaf V. Anoop LM&MA 34 2 0 11 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 56 2 0 11 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 21 1 0 06 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 129 248 0 04 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 38 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 61 6 0 02 Oct 2023
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 111 39 0 29 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 48 4 0 27 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 136 75 0 21 Sep 2023
Large Language Models for Failure Mode Classification: An Investigation Michael Stewart Melinda Hodkiewicz Sirui Li 46 9 0 15 Sep 2023
Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies C. Shah Ryen W. White Reid Andersen Georg Buscher Scott Counts ... Tara Safavi Siddharth Suri Mengting Wan Leijie Wang Longfei Yang 100 24 0 14 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 90 11 0 06 Sep 2023
DARWIN Series: Domain Specific Large Language Models for Natural Science Tong Xie Yuwei Wan Wei-Ping Huang Zhenyu Yin Yixuan Liu ... Chunyu Kit Clara Grazian Wenjie Zhang Imran Razzak B. Hoex ELM ALM AI4CE 52 30 0 25 Aug 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 85 2 0 19 Aug 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence David Oniani Jordan Hilsman Yifan Peng COL C. R. K. Poropatich C. J. C. Pamplin L. G. L. Legault Yanshan Wang AI4TS 71 11 0 04 Aug 2023
Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education S. S. Manathunga Y. A. Illangasekara RALM 61 15 0 01 Aug 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion Thierry Chevalier D. Schwab Lorraine Goeuriot MedIm 116 4 0 20 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 137 125 0 06 Jul 2023
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey Farhad Pourpanah Ali Etemad 100 5 0 22 Jun 2023