Consumer Health Questions Meqsum

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GitHub - abachaa/MeQSum: Dataset for medical question …

(3 days ago) Dataset for medical question summarization introduced in the ACL 2019 paper "On the Summarization of Consumer Health Questions": … See more

https://github.com/abachaa/MeQSum

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MeQSum Dataset Papers With Code

(1 days ago) WebMeQSum is a dataset for medical question summarization. It contains 1,000 summarized consumer health questions. It contains 1,000 summarized consumer health …

https://paperswithcode.com/dataset/meqsum

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On the Summarization of Consumer Health Questions

(4 days ago) WebWe introduce the MeQSum corpus of 1,000 summarized consumer health questions. We explore data augmentation methods …

https://aclanthology.org/P19-1215/

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On the Summarization of Consumer Health Questions - ACL …

(7 days ago) WebMeQSum, of 1,000 consumer health questions and their associated summaries. We selected the ques-tions from a collection distributed by the U.S. Na-tional Library of …

https://aclanthology.org/P19-1215.pdf

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Question-aware transformer models for consumer health question

(7 days ago) WebWe used the summarization dataset of consumer health questions MeQSum, consisting of 1, 000 consumer health questions and their corresponding …

https://www.sciencedirect.com/science/article/pii/S1532046422000569

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On the Summarization of Consumer Health Questions

(2 days ago) WebIn this paper, we study neural abstractive models for medical question summarization. We introduce the MeQSum corpus of 1,000 summarized consumer health questions. We …

https://paperswithcode.com/paper/on-the-summarization-of-consumer-health

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LHNCBC - LHNCBC Abstract - J. Lister Hill

(7 days ago) WebOn the Summarization of Consumer Health Questions. Ben Abacha A, Demner-Fushman D Proceedings of the 57th Annual Meeting of the Association for Computational …

https://lhncbc.nlm.nih.gov/LHC-publications/pubs/OntheSummarizationofConsumerHealthQuestions.html

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sumedh/MeQSum · Datasets at Hugging Face

(5 days ago) WebWe introduce the MeQSum corpus of 1,000 summarized consumer health questions. We explore data augmentation methods and evaluate state-of-the-art neural abstractive models on this new task. In particular, we show …

https://huggingface.co/datasets/sumedh/MeQSum

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On the Summarization of Consumer Health Questions

(Just Now) WebAbacha et al [55] build the MeQSum 15 corpus with 1,000 consumer health questions as inputs and their manual summaries from three medical experts. Yadav et al [56] introduced another dataset CHQ

https://www.researchgate.net/publication/335779322_On_the_Summarization_of_Consumer_Health_Questions

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README.md · albertvillanova/meqsum at main - Hugging Face

(4 days ago) WebIn this paper, we study neural abstractive models for medical question summarization. We introduce the MeQSum corpus of 1,000 summarized consumer health questions. We …

https://huggingface.co/datasets/albertvillanova/meqsum/blob/main/README.md

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Medical Question Summarization with Entity-driven Contrastive …

(2 days ago) WebBy summarizing longer consumer health questions into shorter and essential ones, medical question-answering systems can more accurately understand consumer …

https://dl.acm.org/doi/pdf/10.1145/3652160

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bigbio/meqsum · Datasets at Hugging Face

(Just Now) WebIn this paper, we study neural abstractive models for medical question summarization. We introduce the MeQSum corpus of 1,000 summarized consumer health questions. We …

https://huggingface.co/datasets/bigscience-biomedical/meqsum

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Medical Question Summarization with Entity-driven …

(2 days ago) WebMedical question summarization (MQS) is the task of summarizing longer consumer health questions (CHQs) into shorter ones, i.e., frequently asked questions (FAQs), which …

https://arxiv.org/pdf/2304.07437

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arXiv:2209.00484v2 [cs.CL] 13 Oct 2022

(8 days ago) Webstand consumer health questions and retrieve correct answers. The Seq2Seq model based on maximum likelihood estimation (MLE) has been applied in this task, which …

https://arxiv.org/pdf/2209.00484v2.pdf

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Overview of the MEDIQA 2021 Shared Task on Summarization …

(4 days ago) Webrecognition datasets. For instance, the Consumer Health Questions dataset (Kilicoglu et al.,2018) contains annotations of medical entities, focus, and type of the MeQSum …

https://aclanthology.org/2021.bionlp-1.8.pdf

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Question-aware Transformer Models for Consumer Health …

(Just Now) WebIn this paper, we study the task of abstractive summarization for real-world consumer health questions. We develop an abstractive question summarization model …

https://paperswithcode.com/paper/question-aware-transformer-models-for

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[2106.00219] Question-aware Transformer Models for Consumer …

(4 days ago) WebWe used the summarization dataset of consumer health questions MeQSum, consisting of 1, 000 1 000 1,000 consumer health questions and their corresponding summaries. …

https://ar5iv.labs.arxiv.org/html/2106.00219

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[2106.00219] Question-aware Transformer Models for Consumer …

(2 days ago) WebSearching for health information online is becoming customary for more and more consumers every day, which makes the need for efficient and reliable question …

https://arxiv.org/abs/2106.00219

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albertvillanova/meqsum · Datasets at Hugging Face

(4 days ago) WebDataset Card for MeQSum Dataset Summary MeQSum corpus is a dataset for medical question summarization. It contains 1,000 summarized consumer health questions. …

https://huggingface.co/datasets/albertvillanova/meqsum

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Joint Summarization-Entailment Optimization for Consumer …

(3 days ago) Web(1) MeQSum (Ben Abacha and Demner-Fushman,2019a) is a medical question summa-rization dataset released by the U.S. National Insti-tutes of Health (NIH). It contains …

https://aclanthology.org/2021.nlpmc-1.8.pdf

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arXiv:2107.00176v1 [cs.CL] 1 Jul 2021

(2 days ago) WebThese questions are often excessively descriptive and contain more than required peripheral infor-mation. However, most of the textual content is not particularly relevant …

https://arxiv.org/pdf/2107.00176

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Trump Prosecutors' Hard Evidence Bolsters Michael Cohen's …

(4 days ago) WebTrump's onetime lawyer, Cohen testified for the prosecution this week that Trump directed him to pay adult film actress Stormy Daniels $130,000 to stay quiet …

https://www.usnews.com/news/top-news/articles/2024-05-17/trump-prosecutors-hard-evidence-bolsters-michael-cohens-testimony-experts-say

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[2209.00484] Focus-Driven Contrastive Learning for Medical …

(4 days ago) WebAutomatic medical question summarization can significantly help the system to understand consumer health questions and retrieve correct answers. The Seq2Seq model based …

https://ar5iv.labs.arxiv.org/html/2209.00484

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