Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation (original) (raw)

Enriching Biomedical Knowledge for Low-resource Language Through Translation

Vy Phan

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Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies

Martin Krallinger

Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)

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Elhuyar submission to the Biomedical Translation Task 2020 on terminology and abstracts translation

Xabier Saralegi

2020

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MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

Gunjan Balde

arXiv (Cornell University), 2024

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Experiments in Medical Translation Shared Task at WMT 2014

Ali Hosseinzadeh Vahid

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

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SumPubMed: Summarization Dataset of PubMed Scientific Articles

Harish Karnick

2021

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A Dataset for Plain Language Adaptation of Biomedical Abstracts

Kush Attal

arXiv (Cornell University), 2022

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MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

Siva Reddy

Proceedings of the 3rd Clinical Natural Language Processing Workshop

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Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature

Tanvi Banerjee

Cornell University - arXiv, 2022

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Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning

Serge Gladkoff

arXiv (Cornell University), 2023

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ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization

Szui Sung

Proceedings of the 20th Workshop on Biomedical Language Processing

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VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?

Long Phan

2021

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FJWU Participation for the WMT21 Biomedical Translation Task

Sumbal naz

2021

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Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning

Serge Gladkoff

Proceedings of the 5th Clinical Natural Language Processing Workshop

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IXA Biomedical Translation System at WMT16 Biomedical Translation Task

Olatz Perez-De-Viñaspre

Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers, 2016

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BioNMT: A Biomedical Neural Machine Translation System

Renchu Guan

International Journal of Computers Communications & Control, 2020

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Improving Biomedical Pretrained Language Models with Knowledge

Gustavo Símaro

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

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Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT

Usman Naseem

2021

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Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization

Edmon Begoli

Journal of the American Medical Informatics Association, 2020

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ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation

Hieu Tran

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop

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FJWU participation for the WMT20 Biomedical Translation Task

Sumbal naz

2020

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Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain

Serge Gladkoff, Goran Nenadic

Cornell University - arXiv, 2022

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Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Tommaso Mario Buonocore

arXiv (Cornell University), 2022

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Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization

Tanvi Banerjee

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BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition

Vinay Reddy

2020

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Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models

Marta Villegas

ArXiv, 2021

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UoS Participation in the WMT20 Translation of Biomedical Abstracts

Delton Vaz

2020

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Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts

Chandrayee Basu

arXiv (Cornell University), 2023

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Performance of machine translators in translating French medical research abstracts to English: A comparative study of DeepL, Google Translate, and CUBBITT

Paul Sebo

PloS one, 2024

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Automatic abstractive summarization of long medical texts with multi-encoders Transformer and general-domain summary evaluation with wikiSERA. (Résumé automatique abstractif des textes médicaux longs avec un Transformer à multi-encodeurs et évaluation de résumé du domaine général avec wikiSERA)

Jessica López Espejel

2021

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Machine Translation of Medical Texts in the Khresmoi Project

Zdeňka Urešová

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

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Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training

Marian-Andrei Rizoiu

arXiv (Cornell University), 2023

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