{"id":16,"date":"2025-08-26T14:28:48","date_gmt":"2025-08-26T05:28:48","guid":{"rendered":"https:\/\/sociocom.naist.jp\/mednlp-call\/?page_id=16"},"modified":"2026-03-13T13:50:45","modified_gmt":"2026-03-13T04:50:45","slug":"home","status":"publish","type":"page","link":"https:\/\/sociocom.naist.jp\/mednlp-call\/","title":{"rendered":"MedNLP-CALL: Medical Natural Language Processing for Emergency Call"},"content":{"rendered":"\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-1 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h1 class=\"wp-block-heading alignwide has-text-align-center has-xx-large-font-size\">MedNLP-CALL: Medical Natural Language Processing for Emergency Call<\/h1>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:39px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-left\"><\/p>\n<\/div>\n\n\n\n<div style=\"height:var(--wp--preset--spacing--30)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-4 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">News<\/h2>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-1\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<ul>\n<li>March 13, 2026: Japanese training dataset (ja) has been released (limited to task participants only)<\/li>\n\n\n\n<li>February 3, 2026: Japanese sample dataset has been released.<\/li>\n\n\n\n<li>January 19, 2026: Description in &#8220;About MedNLP-CALL&#8221;, &#8220;Task Overview&#8221;, and &#8220;Dataset&#8221; have been updated.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-3 wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-4 wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:var(--wp--preset--spacing--20)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-11 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-6 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">About MedNLP-CALL<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-text-align-left\">Emergency call triage is designed to sort and prioritize calls from the most serious, life-threatening cases to cases with no immediate medical treatment needs. This helps medical staff and facilities allocate resources efficiently, prevent overcrowding in emergency departments, and ensure ambulances are dispatched in an orderly manner. However, the&nbsp;accuracy and safety&nbsp;in triage decision-making remain a challenge.<\/p>\n\n\n\n<p class=\"has-text-align-left\">Therefore, our shared task aims to build models that can automatically classify the triage level of patients based on information from telephone calls and generate short summaries, making it easier for healthcare providers to understand patient conditions.<\/p>\n\n\n\n<p class=\"has-text-align-left\">Participants will be provided with a dataset of dispatcher-caller dialogues, annotated with triage labels and short summaries, and will be tasked with predicting the correct triage level and generating corresponding notes.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-13 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">Task Overview<\/h2>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-2\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-6 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-text-align-left\">Given the dialogue between the dispatcher and the caller as input, the task is to automatically classify the triage level of patients based on information from the telephone calls and generate the corresponding short summaries.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-8 wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-left is-style-asterisk has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\">Subtask 1: <strong>Triage Classification (TRC)<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-left\">Determining emergency triage level&nbsp;&nbsp;based on the call (Very Emergency, Semi-Emergency, Low Emergency).<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-9 wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-left is-style-asterisk has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\">SubTask 2: <strong>Call\u00a0Summarization (SUM)<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-left\">Generating&nbsp;a short summary, which contains detailed information from the caller.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:var(--wp--preset--spacing--20)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-20 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-16 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-15 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">Dataset<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-text-align-left\">The dataset consists of dialogues between dispatchers and callers, each paired with a triage label (Very emergency, semi-emergency, low-emergency) and a short summary.&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<ul>\n<li>The dialogues are synthetically generated using a large language model (LLM), then validated by the LLM for communication quality and information accuracy.&nbsp;<\/li>\n\n\n\n<li>Triage labels are labeled by medical experts, while the summaries are annotated directly by experts based on the call content.<\/li>\n\n\n\n<li>Languages: Japanese, English, German, French, Indonesian, and Filipino.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-9 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-22 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">Sample Data<\/h2>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-3\"><\/div>\n\n\n\n<p class=\"has-text-align-center\">The sample dataset consists of 10 conversation&nbsp;between the caller and the dispatcher, along with the corresponding&nbsp;triage label&nbsp;(Very-emergency, Semi-emergency, and Low-emergency) and&nbsp;summary [<strong><a href=\"https:\/\/drive.google.com\/file\/d\/11UKVpyIBhqwKqL84gUuwLGmF1qv1WqID\/view?usp=sharing\" data-type=\"link\" data-id=\"https:\/\/drive.google.com\/file\/d\/11UKVpyIBhqwKqL84gUuwLGmF1qv1WqID\/view?usp=sharing\">README<\/a><\/strong>]<\/p>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-596b53c9-67b0-4cce-9acd-927b76a121b1\" href=\"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-content\/uploads\/sites\/13\/2026\/02\/mednlp-call-sample-training-dataset.zip\"><br><\/a><a href=\"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-content\/uploads\/sites\/13\/2026\/02\/mednlp-call-sample-training-dataset.zip\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-596b53c9-67b0-4cce-9acd-927b76a121b1\">Japanese Sample Dataset<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"margin-top:0;margin-bottom:0;height:var(--wp--preset--spacing--40)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-10 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-12 wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-left is-style-default has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><\/h3>\n\n\n\n<p class=\"has-text-align-left\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-13 wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-left is-style-default has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><\/h3>\n\n\n\n<p class=\"has-text-align-left\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-14 wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-left is-style-default has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><\/h3>\n\n\n\n<p class=\"has-text-align-left\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-container-core-group-is-layout-25 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-24 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">Registration<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/research.nii.ac.jp\/ntcir\/ntcir-19\/howto.html\"><strong>How to Participate in NTCIR-19 MedNLP-CHAT Task<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-11 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-27 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-asterisk\">Important Dates<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-4\"><\/div>\n\n\n\n<p class=\"has-text-align-left\"><\/p>\n\n\n\n<ul>\n<li>September 3, 2025: Kickoff event<\/li>\n\n\n\n<li>January 2026: Sample dataset release<\/li>\n\n\n\n<li>March 13, 2026: Training dataset release (ja)<\/li>\n\n\n\n<li>May 2026: Training set release (complete version)<\/li>\n\n\n\n<li>July 1, 2026: Registration deadline<\/li>\n\n\n\n<li>July 1, 2026: Test set release<\/li>\n\n\n\n<li>July 1-8, 2026: Formal run<\/li>\n\n\n\n<li>July 15, 2026: Evaluation results return<\/li>\n\n\n\n<li>August 1, 2026: Task overview release (draft)<\/li>\n\n\n\n<li>September 1, 2026: Submission due for participant papers (draft)<\/li>\n\n\n\n<li>November 1, 2026: Camera-ready participant paper due<\/li>\n\n\n\n<li>December 8-10, 2026: NTCIR-19 Conference @ NII, Tokyo, Japan<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-12 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:var(--wp--preset--spacing--20)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-color has-contrast-background-color has-text-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--60);padding-right:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60);padding-left:var(--wp--preset--spacing--60)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-base-color has-text-color has-x-large-font-size\">Organized by<\/h2>\n\n\n\n<div style=\"height:var(--wp--preset--spacing--10)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-14 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\">Sa\u2019idah Zahrotul Jannah<br>(NAIST, Japan)<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-13 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\">Tomohiro Nishiyama, Ph.D. <br>(NAIST, Japan)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Lisa Raithel, Ph.D. <br>(TU Berlin and&nbsp;BIFOLD, Germany)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Roland Roller, Ph.D. (DFKI, Germany)<\/p>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\">Eiji Aramaki, Ph.D.<br>(NAIST, Japan)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Lenard Paulo Tamayo (NAIST, Japan)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Maria Regina Justina E. Estuar, Ph.D <br>(Ateneo de Manila University, Philippines)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Philippe Thomas, Ph.D. (DFKI, Germany)<\/p>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\">Shoko Wakamiya, Ph.D.&nbsp;<br>(NAIST, Japan)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Pierre&nbsp;Zweigenbaum, Ph.D. <br>(Universit\u00e9 Paris-Saclay, CNRS, LISN, France)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Kiki&nbsp;Ferawati, Ph.D. (UNS, Indonesia)<\/p>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><\/p>\n\n\n\n<p><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>MedNLP-CALL: Medical Natural Language Processing for Emergency Call News About MedNLP-CALL Emergency call triage is designed to sort and prioritize calls from the most serious, life-threatening cases to cases with no immediate medical treatment needs. This helps medical staff and facilities allocate resources efficiently, prevent overcrowding in emergency departments, and ensure ambulances are dispatched in an orderly manner. However, the&nbsp;accuracy and safety&nbsp;in triage decision-making remain a challenge. Therefore, our shared task aims to build models that can automatically classify the triage level of patients based on information from telephone calls and generate short summaries, making it easier for healthcare providers to understand patient conditions. Participants will be provided with a [&hellip;]<\/p>\n","protected":false},"author":26,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/pages\/16"}],"collection":[{"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/comments?post=16"}],"version-history":[{"count":31,"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":91,"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/pages\/16\/revisions\/91"}],"wp:attachment":[{"href":"https:\/\/sociocom.naist.jp\/mednlp-call\/wp-json\/wp\/v2\/media?parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}