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otherentity ID: medicaldomain

Related Papers

French and German Corpora for Audience-based Text Type Classification

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

AbstractThis paper presents some of the results of the CLASSYN project which investigated the classification of text according to audience-related text types. We describe the design principles and the properties …...

13719

Structured Term Recognition in Medical Text

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

In this work we present a novel approach to bootstrap domain specific terminology, namely Structured Term Recognition, and we apply it to the medical domain. In contrast to previous approaches, …...

6233

The TARSQI Toolkit

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

AbstractWe present and demonstrate the updated version of the TARSQI Toolkit, a suite of temporal processing modules that extract temporal information from natural language texts. It parses the document and …...

13623

Combining Domain Adaptation Approaches for Medical Text Translation

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

This paper explores a number of simple and effective techniques to adapt statisti- cal machine translation (SMT) systems in the medical domain. Comparative exper- iments are conducted on large corpora …...

28113

Data selection for NMT using Infrequent n-gram Recovery

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractNeural Machine Translation (NMT) has achieved promising results comparable with Phrase-Based Statistical Machine Translation (PBSMT). However, to train a neural translation engine, much more powerful machines are required than those …...

2869

Improving Medical NLI Using Context-Aware Domain Knowledge

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDomain knowledge is important to understand both the lexical and relational associations of words in natural language text, especially for domain-specific tasks like Natural Language Inference (NLI) in the medical …...

25350

MedWriter: Knowledge-Aware Medical Text Generation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractTo exploit the domain knowledge to guarantee the correctness of generated text has been a hot topic in recent years, especially for high professional domains such as medical. However, most …...

4143

Findings of the WMT Shared Task on Machine Translation Using Terminologies

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractLanguage domains that require very careful use of terminology are abundant and reflect a significant part of the translation industry. In this work we introduce a benchmark for evaluating the …...

27733

HyperBox: A Supervised Approach for Hypernym Discovery using Box Embeddings

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractHypernymy plays a fundamental role in many AI tasks like taxonomy learning, ontology learning, etc. This has motivated the development of many automatic identification methods for extracting this relation, most …...

14472

SCU-MESCLab at ROCLING-2022 Shared Task: Named Entity Recognition Using BERT Classifier

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractIn this study, named entity recognition is constructed and applied in the medical domain. Data is labeled in BIO format. For example, “muscle” would be labeled “B-BODY” and “I-BODY”, and …...

995