Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into
BERT

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

10 September 2021

Ehsan Shareghi

Papers citing "Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT"

9 / 9 papers shown

Title
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 21 8 0 18 Feb 2024
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion Thierry Chevalier D. Schwab Lorraine Goeuriot MedIm 51 3 0 20 Jul 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 56 10 0 08 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 37 4 0 03 Oct 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 36 7 0 22 Aug 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media Wenqian Zhang Shangbin Feng Zilong Chen Zhenyu Lei Jundong Li Minnan Luo 37 23 0 08 Apr 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? Guanzheng Chen Fangyu Liu Zaiqiao Meng Shangsong Liang 26 88 0 16 Feb 2022
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 825 0 13 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019