Probing Biomedical Embeddings from Language Models

Probing Biomedical Embeddings from Language Models

3 April 2019

William W. Cohen

Papers citing "Probing Biomedical Embeddings from Language Models"

16 / 16 papers shown

Title
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Taojun Hu Xiao-Hua Zhou ELM 41 12 0 14 Apr 2024
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 28 0 0 10 Oct 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts Minghao Xu Xinyu Yuan Santiago Miret Jian Tang AI4TS 27 95 0 28 Jan 2023
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics Anne Lauscher Federico Bianchi Samuel R. Bowman Dirk Hovy 29 7 0 08 Nov 2022
Token Classification for Disambiguating Medical Abbreviations Mucahit Cevik Sanaz Jafari Mitchell Myers Savaş Yıldırım 16 0 0 05 Oct 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 27 123 0 08 Apr 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 22 0 0 10 Nov 2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 20 43 0 09 Jul 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 18 13 0 14 Jun 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 23 95 0 10 Feb 2021
Disease Normalization with Graph Embeddings D. Pujary C. Thorne Wilker Aziz MedIm AI4CE 14 8 0 24 Oct 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 37 0 01 Jul 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 17 7 0 05 Jun 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 216 812 0 13 Sep 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 13 830 0 13 Jun 2019
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 37 187 0 14 Nov 2016