Command Palette
Search for a command to run...
3 months ago
Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature
{Wanli Liu Jihang Mao}

Abstract
In this paper, we present our participation in the Bacteria Biotope (BB) task at BioNLP-OST 2019. Our system utilizes fine-tuned language representation models and machine learning approaches based on word embedding and lexical features for entities recognition, normalization and relation extraction. It achieves the state-of-the-art performance and is among the top two systems in five of all six subtasks.
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| medical-concept-normalization-on-bb-norm-1 | BLAIR GMU | accuracy: 0.211 wang: 0.615 |
| medical-concept-normalization-on-bb-norm-2 | BLAIR GMU | accuracy: 0.313 wang: 0.646 |
Build AI with AI
From idea to launch — accelerate your AI development with free AI co-coding, out-of-the-box environment and best price of GPUs.
AI Co-coding
Ready-to-use GPUs
Best Pricing
Hyper Newsletters
Subscribe to our latest updates
We will deliver the latest updates of the week to your inbox at nine o'clock every Monday morning
Powered by MailChimp