A Survey of Pre-trained Language Models for Processing Scientific Text
Xanh Ho*, Khoa N. A. Duong*, An Tuan Dao*, Junfeng Jiang*, Yuki Chida*, Kaito Sugimoto*, Huy Quoc To, Florian Boudin, Akiko Aizawa
arXiv 2024
Hi, I'm Khoa Duong 👋
I'm a full-stack AI research engineer, a quantitative trader, and an entrepreneur. I love working on challenging problems and creating impactful products. I also like sharing things I learn and discussing all sorts of interesting stuff.
Projects
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Publications
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Disease Network Constructor: a Pathway Extraction and Visualization
Mohammad Golam Sohrab, Khoa N. A. Duong, Goran Topić, Masami Ikeda, Nozomi Nagano, Yayoi Natsume-Kitatani, Masakata Kuroda, Mari Itoh, Hiroya Takamura
ACL 2023 (System Demonstrations)
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A novel corpus of molecular to higher-order events that facilitates the understanding of the pathogenic mechanisms of idiopathic pulmonary fibrosis
Nozomi Nagano, Narumi Tokunaga, Masami Ikeda, Hiroko Inoura, Khoa N. A. Duong, Makoto Miwa, Mohammad G. Sohrab, Goran Topić, Mari Nogami-Itoh, Hiroya Takamura
Scientific Reports 2023
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Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering
Xanh Ho*, Khoa N. A. Duong*, Saku Sugawara, Akiko Aizawa
EACL 2023 (Findings)
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BiomedCurator: Data Curation for Biomedical Literature
Mohammad Golam Sohrab*, Khoa N. A. Duong*, Ikeda Masami, Goran Topić, Yayoi Natsume-Kitatani, Masakata Kuroda, Mari Nogami Itoh, Hiroya Takamura
AACL 2022 (System Demonstrations)
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BioVAE: a pre-trained latent variable language model for biomedical text mining
Hai-Long Trieu*, Khoa N. A. Duong*, Makoto Miwa, Sophia Ananiadou
Bioinformatics 2022
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Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
Xanh Ho, Khoa N. A. Duong, Saku Sugawara, Akiko Aizawa
COLING 2020
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mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols (3rd Place Solution)
Mohammad Golam Sohrab, Khoa N. A. Duong, Makoto Miwa, Hiroya Takamura
WNUT 2020
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BENNERD: A Neural Named Entity Linking System for COVID-19
Mohammad Golam Sohrab*, Khoa N. A. Duong*, Makoto Miwa, Goran Topić, Ikeda Masami, Takamura Hiroya
EMNLP 2020 (System Demonstrations)
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DeepEventMine: end-to-end neural nested event extraction from biomedical texts
Hai-Long Trieu, Thy Thy Tran, Khoa N. A. Duong, Anh Nguyen, Makoto Miwa, Sophia Ananiadou
Bioinformatics 2020
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Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering
Hai-Long Trieu, Khoa N. A. Duong, Nhung Nguyen, Makoto Miwa, Hiroya Takamura, Sophia Ananiadou
BioNLP 2019
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