Goran Topić
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View article: Pretraining Language- and Domain-Specific BERT on Automatically Translated Text
Pretraining Language- and Domain-Specific BERT on Automatically Translated Text Open
Domain-specific pretrained language models such as SciBERT are effective for various tasks involving text in specific domains.However, pretraining BERT requires a large-scale language resource, which is not necessarily available in fine-gr…
View article: Disease Network Constructor: a Pathway Extraction and Visualization
Disease Network Constructor: a Pathway Extraction and Visualization Open
Mohammad Golam Sohrab, Khoa Duong, Goran Topić, Masami Ikeda, Nozomi Nagano, Yayoi Natsume-Kitatani, Masakata Kuroda, Mari Itoh, Hiroya Takamura. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volu…
View article: Clinical and pathologic analysis of kidney damage in patients with nephrotic syndrome in the Republic of Srpska
Clinical and pathologic analysis of kidney damage in patients with nephrotic syndrome in the Republic of Srpska Open
Background / Aim: Nephrotic syndrome (NS) is a clinical syndrome characterised by massive proteinuria > 3.5 g in 24 h urine, hypoalbuminaemia, hyperlipidaemia and oedema. Aim of this study was to determine the aetiology and frequency of ki…
View article: Open-domain Video Commentary Generation
Open-domain Video Commentary Generation Open
Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topić, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022.
View article: Metabolic disorders in patients with impaired glucose tolerance, with or without underlying ischaemic heart disease
Metabolic disorders in patients with impaired glucose tolerance, with or without underlying ischaemic heart disease Open
Background/Aim: The evidence showed that in the development of diabetes mellitus type 2 (DMT2) and coronary heart disease (CHD) significant role is played by metabolic risk factors: insulin resistance (IR), dyslipidaemia and obesity. Besid…
View article: Benefits of protected areas for nonbreeding waterbirds adjusting their distributions under climate warming
Benefits of protected areas for nonbreeding waterbirds adjusting their distributions under climate warming Open
Abstract Climate warming is driving changes in species distributions and community composition. Many species have a so-called climatic debt, that is, shifts in range lag behind shifts in temperature isoclines. Inside protected areas (PAs),…
View article: Non-breeding waterbirds benefit from protected areas when adjusting their distribution to climate warming
Non-breeding waterbirds benefit from protected areas when adjusting their distribution to climate warming Open
Climate warming is driving changes in species distributions, although many species show a so-called climatic debt, where their range shifts lag behind the fast shift in temperature isoclines. Protected areas (PAs) may impact the rate of di…
View article: Generating Racing Game Commentary from Vision, Language, and Structured Data
Generating Racing Game Commentary from Vision, Language, and Structured Data Open
We propose the task of automatically generating commentaries for races in a motor racing game, from vision, structured numerical, and textual data. Commentaries provide information to support spectators in understanding events in races. Co…
View article: An empirical analysis of existing systems and datasets toward general simple question answering
An empirical analysis of existing systems and datasets toward general simple question answering Open
In this paper, we evaluate the progress of our field toward solving simple factoid questions over a knowledge base, a practically important problem in natural language interface to database. As in other natural language understanding tasks…
View article: BENNERD: A Neural Named Entity Linking System for COVID-19
BENNERD: A Neural Named Entity Linking System for COVID-19 Open
Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa, Goran Topić, Ikeda Masami, Takamura Hiroya. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. 2020.
View article: Vertical Error Correction Using Classification of Transitions between Sequential Reading Segments
Vertical Error Correction Using Classification of Transitions between Sequential Reading Segments Open
In eye-tracking-based reading behavior research, gaze sampling errors often negatively affect gaze-to-word mapping.In this paper, we propose a method for more accurate mapping by first taking adjacent horizontally progressive fixations as …
View article: Efficient Algorithm for Math Formula Semantic Search
Efficient Algorithm for Math Formula Semantic Search Open
Mathematical formulae play an important role in many scientific domains. Regardless of the importance of mathematical formula search, conventional keyword-based retrieval methods are not sufficient for searching mathematical formulae, whic…