Jaewoo Kang
Jaewoo Kang has 5 papers in our library, in 2019–2023, most of them on Language models & pretraining, Question answering, Knowledge graphs & ontologies; often with Jinhyuk Lee, Sungdong Kim, Gangwoo Kim.
OpenAlex · ORCID · Wikidata · h-index 50 · 298 works · 16,506 citations OpenAlex, 2026-10-14
📄 5 works in our library · 🔗 Cited 1,446 times in our library · 7 more in our library without a page yet · ⭐ Paper Stars ranking: #304
Affiliations
Concepts, shelves and topics
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 5 worksComputer Science · 5 worksArtificial Intelligence · 5 worksLanguage and Linguistics · 5 worksBiochemistry, Genetics and Molecular Biology · 2 worksMolecular Biology · 2 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 works
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 3 worksQuestion answering · 1 workKnowledge graphs & ontologies · 1 workInformation retrieval & search · 1 work
Works by year
2020s
2010s
Papers
- BioBERT: a pre-trained biomedical language representation model for biomedical text mining (2019 · 8,311 citations)
Biomedical literature grows faster than researchers can read it, so automatic text mining matters more each year. - Can Language Models be Biomedical Knowledge Bases? (2021 · 127 citations)
This work asks whether pre-trained language models can act as knowledge bases for expert biomedical facts, rather than the general trivia tested by LAMA. - Learning Dense Representations of Phrases at Scale (2021 · 126 citations)
DensePhrases tackles open-domain question answering as retrieval over a pre-built index of phrases. It does not run a reader model over retrieved documents at query time. Earlier phrase-retrieval systems (DenSPI, DenSPI + Sparc) relied on sparse vectors and still trailed retriever-reader pipelines. The authors ask… - Look at the First Sentence: Position Bias in Question Answering (2020 · 102 citations)
Extractive QA models usually output start and end indices of an answer span. The authors ask whether this design lets models exploit answer location instead of reading. They build deliberately skewed training sets from SQuAD in which every answer sits in the same sentence (mainly the first). When trained this way… - Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models (2023 · 82 citations)
Open-domain questions are often ambiguous: one query can admit several readings, each with its own answer.
All works
- BioBERT: a pre-trained biomedical language representation model for biomedical text miningJinhyuk Lee, Wonjin Yoon, Sungdong Kim, et al.Bioinformatics · 8,311 citations
- Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models · original ↗ · no summary yet · arXiv:2401.15269Minbyul Jeong et al.2024 · 164 citations
- Can Language Models be Biomedical Knowledge Bases?Mujeen Sung, Jinhyuk Lee, Sean Yi, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 127 citations
- Learning Dense Representations of Phrases at ScaleJinhyuk Lee, Mujeen Sung, Jaewoo Kang, et al.Annual Meeting of the Association for Computational Linguistics (ACL) · 126 citations
- Look at the First Sentence: Position Bias in Question AnsweringMiyoung Ko, Jinhyuk Lee, Hyunjae Kim, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 102 citations
- Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language ModelsGangwoo Kim, Sungdong Kim, Byeongguk Jeon, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 82 citations
- Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks · original ↗ · no summary yet · arXiv:2404.00376Hyunjae Kim et al.2024 · 75 citations
- CompAct: Compressing Retrieved Documents Actively for Question Answering · original ↗ · no summary yet · Proceedings of the 2024 Conference on Empirical Methods in Natural Language…Chanwoong Yoon et al.2024 · 33 citations
- Fine-tuning CLIP Text Encoders with Two-step Paraphrasing · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: EACL 2024Hyunjae Kim et al.2024 · 3 citations
- ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL 2026Jueon Park et al.2026
- CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL 2026Taeyun Roh et al.2026
- Lack of Fluency is Hurting Your Translation Model · original ↗ · no summary yet · arXiv:2205.11826Jaehyo Yoo, Jaewoo Kang2022
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ×4: EMNLP 2023, EMNLP 2021, EMNLP 2020
- Findings of the Association for Computational Linguistics… ×2
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2021
- Bioinformatics: Bioinformatics 2019
- Findings of the Association for Computational Linguistics…
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