Title
Physics of Language Models: Part 3.2, Knowledge Manipulation Zeyuan Allen-Zhu Yuanzhi Li KELM 28 84 0 25 Sep 2023
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction Zeyuan Allen-Zhu Yuanzhi Li KELM 56 129 0 25 Sep 2023
ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning Hosein Hasanbeig Hiteshi Sharma Leo Betthauser Felipe Vieira Frujeri Ida Momennejad 38 15 0 24 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 40 66 0 21 Sep 2023
Benchmarking quantized LLaMa-based models on the Brazilian Secondary School Exam Matheus L. O. Santos Cláudio E. C. Campelo 22 1 0 21 Sep 2023
Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence Navid Ghaffarzadegan A. Majumdar Ross Williams Niyousha Hosseinichimeh LLMAG AI4CE 26 23 0 20 Sep 2023
CPLLM: Clinical Prediction with Large Language Models Ofir Ben Shoham Nadav Rappoport LM&MA 34 26 0 20 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 13 0 0 19 Sep 2023
Rethinking STS and NLI in Large Language Models Yuxia Wang Minghan Wang Preslav Nakov LRM 20 3 0 16 Sep 2023
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Juraj Vladika Phillip Schneider Florian Matthes 18 11 0 15 Sep 2023
Large Language Models for Failure Mode Classification: An Investigation Michael Stewart Melinda Hodkiewicz Sirui Li 15 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 29 23 0 14 Sep 2023
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions Federico Bianchi Mirac Suzgun Giuseppe Attanasio Paul Röttger Dan Jurafsky Tatsunori Hashimoto James Zou ALM LM&MA LRM 34 178 0 14 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 278 0 14 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 24 7 0 12 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 37 11 0 11 Sep 2023
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery Yuhan Chen Nuwa Xi Yanrui Du Hao Wang Jianyu Chen Sendong Zhao Bing Qin 27 10 0 11 Sep 2023
Don't Ignore Dual Logic Ability of LLMs while Privatizing: A Data-Intensive Analysis in Medical Domain Yanrui Du Sendong Zhao Yuhan Chen Ming Ma Huaqin Wu Haifeng Wang Bing Qin 38 3 0 08 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 33 10 0 06 Sep 2023
MedChatZH: a Better Medical Adviser Learns from Better Instructions Yang Tan Mingchen Li Zijie Huang Huiqun Yu Guisheng Fan LM&MA MedIm AI4MH 24 8 0 03 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 26 65 0 31 Aug 2023
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models Neha Sengupta Sunil Kumar Sahu Bokang Jia Satheesh Katipomu Haonan Li ... A. Jackson Hector Xuguang Ren Preslav Nakov Timothy Baldwin Eric P. Xing LRM 29 40 0 30 Aug 2023
Multimodal Foundation Models For Echocardiogram Interpretation M. Christensen Milos Vukadinovic N. Yuan David Ouyang MedIm 29 7 0 29 Aug 2023
Large Language Models Streamline Automated Machine Learning for Clinical Studies Soroosh Tayebi Arasteh T. Han Mahshad Lotfinia Christiane Kuhl Jakob Nikolas Kather Daniel Truhn S. Nebelung ELM LM&MA AI4MH 32 50 0 27 Aug 2023
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records Scott L. Fleming Alejandro Lozano W. Haberkorn Jenelle A. Jindal E. Reis ... Jonathan H. Chen Keith Morse Emma Brunskill Jason Alan Fries N. Shah LM&MA 28 54 0 27 Aug 2023
Fine-tuning can cripple your foundation model; preserving features may be the solution Jishnu Mukhoti Y. Gal Philip Torr P. Dokania CLL 43 32 0 25 Aug 2023
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research Liangtai Sun Yang Han Zihan Zhao Da Ma Zhe-Wei Shen Baocai Chen Lu Chen Kai Yu ELM 45 70 0 25 Aug 2023
DARWIN Series: Domain Specific Large Language Models for Natural Science Tong Xie Yuwei Wan Wei Huang Zhenyu Yin Yixuan Liu ... Chunyu Kit Clara Grazian Wenjie Zhang Imran Razzak B. Hoex ELM ALM AI4CE 22 26 0 25 Aug 2023
Bayesian Low-rank Adaptation for Large Language Models Adam X. Yang Maxime Robeyns Xi Wang Laurence Aitchison AI4CE BDL 18 45 0 24 Aug 2023
Considerations for health care institutions training large language models on electronic health records Weipeng Zhou Danielle Bitterman Majid Afshar Timothy A. Miller LM&MA 29 0 0 24 Aug 2023
Introducing ChatSQC: Enhancing Statistical Quality Control with Augmented AI F. Megahed Ying-Ju Chen I. Zwetsloot S. Knoth D. Montgomery L. A. Jones‐Farmer 25 2 0 22 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 38 27 0 21 Aug 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 22 2 0 19 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Yilin Wen Zifeng Wang Jimeng Sun ReLM 49 67 0 17 Aug 2023
CMB: A Comprehensive Medical Benchmark in Chinese Xidong Wang Guiming Hardy Chen Dingjie Song Zhiyi Zhang Zhihong Chen ... Feng Jiang Jianquan Li Xiang Wan Benyou Wang Haizhou Li LM&MA ELM AI4MH 33 79 0 17 Aug 2023
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation Xiaoming Shi J. Xu Jinru Ding Jiali Pang Sichen Liu ... Lu Lu Haihong Yang Mingtao Hu Tong Ruan Shaoting Zhang LM&MA ELM 31 13 0 15 Aug 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Yong Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong-jia Jiang RALM ALM LRM 34 49 0 14 Aug 2023
Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine Thomas Savage Ashwin Nayak Roberta Gallo E. Rangan Jonathan H. Chen LM&MA ELM LRM AI4CE 22 117 0 13 Aug 2023
Enhancing Network Management Using Code Generated by Large Language Models Sathiya Kumaran Mani Yajie Zhou Kevin Hsieh Santiago Segarra Ranveer Chandra Srikanth Kandula 44 22 0 11 Aug 2023
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following Kaize Shi Xueyao Sun Dingxian Wang Yinlin Fu Guandong Xu Qing Li 29 3 0 09 Aug 2023
AutoPCF: Efficient Product Carbon Footprint Accounting with Large Language Models Z. Deng Jinjie Liu Biao Luo Can Yuan Qingrun Yang Lei Xiao Wenwen Zhou Zhuiguo Liu 16 2 0 08 Aug 2023
CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference Madhumita Sushil Vanessa E. Kennedy Divneet Mandair Brenda Y. Miao T. Zack A. Butte 14 26 0 07 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue Songhua Yang Hanjia Zhao Senbin Zhu Guangyu Zhou Hongfei Xu Yuxiang Jia Hongying Zan AI4MH LM&MA 13 110 0 07 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 32 11 0 04 Aug 2023
The Capability of Large Language Models to Measure Psychiatric Functioning I. Galatzer-Levy Daniel J. McDuff Vivek Natarajan Alan Karthikesalingam M. Malgaroli ELM AI4MH LM&MA 26 27 0 03 Aug 2023
Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education S. S. Manathunga Y. A. Illangasekara RALM 9 15 0 01 Aug 2023
A Critical Review of Large Language Models: Sensitivity, Bias, and the Path Toward Specialized AI Arash Hajikhani Carolyn Cole ELM 22 14 0 28 Jul 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu HILM LM&MA VLM 33 128 0 28 Jul 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 27 233 0 27 Jul 2023
Matching Patients to Clinical Trials with Large Language Models Qiao Jin Zifeng Wang C. Floudas Fangyuan Chen Changlin Gong Dara Bracken-Clarke Elisabetta Xue Yifan Yang Jimeng Sun Zhiyong Lu LM&MA 31 91 0 27 Jul 2023