I am a Ph.D. student at Korea University (adviser: Jaewoo Kang).
My research interests include natural language processing and machine learning.
I currently focus on developing training or data generation methods for information extraction in low-resource domains such as biomedicine.
Latest News
- Dec. 2021: Check out our new paper “Simple Questions Generate Named Entity Recognition Datasets,” which introduces a framework automatically Generating NER datasets (GeNER)! Our framework allows us to create NER models for specific entity types without human-labeled data and dictionaries.
- Nov. 2021: Our team scored top performance at 2 challenge tracks held by the BioCreative VII workshop!
- Won first place at the named entity recognition task: NLM-Chem Track: Full text Chemical Identification and Indexing in PubMed articles (Track 2).
- Won third place at the relation extraction task: DrugProt: Text mining drug/chemical-protein interactions (Track 1).
History
Selected Papers
- How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?
- Hyunjae Kim, Jaewoo Kang
- IEEE Access, 2022 [Paper] [Code]
- Simple Questions Generate Named Entity Recognition Datasets
- Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
- arXiv preprint, 2021 [Paper] [Code]
- “Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism
- Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
- EACL, 2021 [Paper]
- Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering
- Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang
- ACL, 2021 [Paper] [Code]
- Look at the First Sentence: Position Bias in Question Answering
- Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang
- EMNLP, 2020 [Paper] [Code]
- Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network
- Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang
- SDM, 2019 [Paper] [Code]
- Ranking Paragraphs for Improving Answer Recall in Open-domain Question Answering
- Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang
- EMNLP, 2018 [Paper] [Code]
- A Deep Neural Spoiler Detection Model Using a Genre-aware Attention Mechanism
- Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang
- PAKDD, 2018 [Paper] [Code]
- Name Nationality Classification with Recurrent Neural Networks
- Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang
- IJCAI, 2017 [Paper] [Code]
See all