Title
Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies Xu Han Yumeng Sun Weiqiang Huang Hongye Zheng Junliang Du VLM 23 0 0 09 May 2025
Multi-label Sequential Sentence Classification via Large Language Model Mengfei Lan Lecheng Zheng Shufan Ming Halil Kilicoglu 59 0 0 23 Nov 2024
Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams Yuexing Hao J. Holmes Jared Hobson Alexandra Bennett Daniel K. Ebner ... N. Yu Chris L. Hallemeier Brooke E. Ball Mark R. Waddle Wei Liu LM&MA 25 0 0 26 Sep 2024
Evaluating Embeddings for One-Shot Classification of Doctor-AI Consultations O. E. Ojo O. O. Adebanji Alexander Gelbukh Hiram Calvo Anna Feldman LM&MA AI4MH 16 1 0 06 Feb 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 26 21 0 22 Jan 2024
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives Jiaqi Wang Zihao Wu Yiwei Li Hanqi Jiang Peng Shu ... Lin Zhao Bao Ge Xiang Li Tianming Liu Shu Zhang LM&Ro 19 53 0 09 Jan 2024
Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report J. Holmes Lian-Cheng Zhang Yuzhen Ding H. Feng Zheng Liu Tianming Liu William W. Wong S. A. Vora Jonathan B. Ashman Wei Liu 17 4 0 05 Oct 2023
RadOnc-GPT: A Large Language Model for Radiation Oncology Zheng Liu Peilong Wang Yiwei Li J. Holmes Peng Shu ... Quanzheng Li Samir H. Patel Terence T. Sio Tianming Liu W. Liu LM&MA 29 11 0 18 Sep 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... W. Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 20 37 0 29 Aug 2023
Evaluating Large Language Models for Radiology Natural Language Processing Zheng Liu Tianyang Zhong Yiwei Li Yutong Zhang Yirong Pan ... Shijie Zhao Quanzheng Li Hongtu Zhu Dinggang Shen Tianming Liu LM&MA ELM 33 1 0 25 Jul 2023
PharmacyGPT: The AI Pharmacist Zheng Liu Zihao Wu Mengxuan Hu Bokai Zhao Lin Zhao ... Ye Shen Sheng R. Li Brian Murray Tianming Liu Andrea Sikora LM&MA AI4MH 22 8 0 19 Jul 2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification Haixing Dai Lu Zhang Lin Zhao Zihao Wu Zheng Liu ... Yanjun Lyu Changying Li Ninghao Liu Tianming Liu Dajiang Zhu 35 6 0 10 Jul 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model Haixing Dai Chong Ma Zhiling Yan Zheng Liu Enze Shi ... W. Liu Quanzheng Li Lichao Sun Shu Zhang Tianming Liu Xiang Li VLM 21 28 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 37 141 0 03 Jul 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng R. Li 11 31 0 20 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology Lian-Cheng Zhang Zheng Liu Lu Zhang Zihao Wu Xiao-Xing Yu ... Xiang Li Quanzheng Li Dajiang Zhu Tianming Liu W. Liu VLM MedIm 16 22 0 20 Jun 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... W. Liu Dinggang Shen Xiang Li Quanzheng Li Tianming Liu LM&MA MedIm AI4CE 23 55 0 14 Jun 2023
Differentiate ChatGPT-generated and Human-written Medical Texts Wenxiong Liao Zheng Liu Haixing Dai Shaochen Xu Zihao Wu ... Xiaoke Huang Dajiang Zhu Hongmin Cai Tianming Liu Xiang Li LM&MA DeLMO MedIm AI4MH 16 54 0 23 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics J. Holmes Zheng Liu Lian-Cheng Zhang Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen W. Liu LM&MA AI4CE ELM 20 119 0 01 Apr 2023
When Brain-inspired AI Meets AGI Lin Zhao Lu Zhang Zihao Wu Yuzhong Chen Haixing Dai ... Xi Jiang Xiang Li Dajiang Zhu Dinggang Shen Tianming Liu AI4CE 24 62 0 28 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 18 128 0 20 Mar 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Quanzheng Li Dinggang Shen Tianming Liu Xiang Li 28 97 0 25 Feb 2023
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning Yuzhong Chen Zhe Xiao Lin Zhao Lu Zhang Haixing Dai ... Tuo Zhang Changying Li Dajiang Zhu Tianming Liu Xi Jiang 34 18 0 20 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier Linyang Li Demin Song Ruotian Ma Xipeng Qiu Xuanjing Huang 24 21 0 06 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 243 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 224 1,281 0 18 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 0 21 Jan 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 234 11,568 0 09 Mar 2017