Proceedings of the 5th Clinical Natural Language Processing Workshop

Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor 2023-07 Association for Computational Linguistics Toronto, Canada text conference publication clinicalnlp-2023-clinical https://aclanthology.org/2023.clinicalnlp-1.0/ Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings Joel Shor author Ruyue Agnes Bi author Subhashini Venugopalan author Steven Ibara author Roman Goldenberg author Ehud Rivlin author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication shor-etal-2023-clinical 10.18653/v1/2023.clinicalnlp-1.1 https://aclanthology.org/2023.clinicalnlp-1.1/ 2023-07 1 7 Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models Hitomi Yanaka author Yuta Nakamura author Yuki Chida author Tomoya Kurosawa author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication yanaka-etal-2023-medical 10.18653/v1/2023.clinicalnlp-1.2 https://aclanthology.org/2023.clinicalnlp-1.2/ 2023-07 8 18 Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing Paul Youssef author Jörg Schlötterer author Christin Seifert author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication youssef-etal-2023-privacy 10.18653/v1/2023.clinicalnlp-1.3 https://aclanthology.org/2023.clinicalnlp-1.3/ 2023-07 19 23 Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease Kritesh Rauniyar author Shuvam Shiwakoti author Sweta Poudel author Surendrabikram Thapa author Usman Naseem author Mehwish Nasim author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication rauniyar-etal-2023-breaking 10.18653/v1/2023.clinicalnlp-1.4 https://aclanthology.org/2023.clinicalnlp-1.4/ 2023-07 24 30 Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning Lifeng Han author Gleb Erofeev author Irina Sorokina author Serge Gladkoff author Goran Nenadic author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication han-etal-2023-investigating 10.18653/v1/2023.clinicalnlp-1.5 https://aclanthology.org/2023.clinicalnlp-1.5/ 2023-07 31 40 Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations Ticiana Coelho Da Silva author José Fernandes De Macêdo author Régis Magalhães author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication coelho-da-silva-etal-2023-tracking 10.18653/v1/2023.clinicalnlp-1.6 https://aclanthology.org/2023.clinicalnlp-1.6/ 2023-07 41 47 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning Xiangru Tang author Arman Cohan author Mark Gerstein author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication tang-etal-2023-aligning 10.18653/v1/2023.clinicalnlp-1.7 https://aclanthology.org/2023.clinicalnlp-1.7/ 2023-07 48 58 Navigating Data Scarcity: Pretraining for Medical Utterance Classification Do June Min author Veronica Perez-Rosas author Rada Mihalcea author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication min-etal-2023-navigating 10.18653/v1/2023.clinicalnlp-1.8 https://aclanthology.org/2023.clinicalnlp-1.8/ 2023-07 59 68 Hindi Chatbot for Supporting Maternal and Child Health Related Queries in Rural India Ritwik Mishra author Simranjeet Singh author Jasmeet Kaur author Pushpendra Singh author Rajiv Shah author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication mishra-etal-2023-hindi 10.18653/v1/2023.clinicalnlp-1.9 https://aclanthology.org/2023.clinicalnlp-1.9/ 2023-07 69 77 Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning Brihat Sharma author Yanjun Gao author Timothy Miller author Matthew Churpek author Majid Afshar author Dmitriy Dligach author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication sharma-etal-2023-multi 10.18653/v1/2023.clinicalnlp-1.10 https://aclanthology.org/2023.clinicalnlp-1.10/ 2023-07 78 85 Context-aware Medication Event Extraction from Unstructured Text Noushin Salek Faramarzi author Meet Patel author Sai Harika Bandarupally author Ritwik Banerjee author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication salek-faramarzi-etal-2023-context 10.18653/v1/2023.clinicalnlp-1.11 https://aclanthology.org/2023.clinicalnlp-1.11/ 2023-07 86 95 Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents Geunyeong Jeong author Juoh Sun author Seokwon Jeong author Hyunjin Shin author Harksoo Kim author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication jeong-etal-2023-improving 10.18653/v1/2023.clinicalnlp-1.12 https://aclanthology.org/2023.clinicalnlp-1.12/ 2023-07 96 101 Who needs context? Classical techniques for Alzheimer’s disease detection Behrad Taghibeyglou author Frank Rudzicz author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication taghibeyglou-rudzicz-2023-needs 10.18653/v1/2023.clinicalnlp-1.13 https://aclanthology.org/2023.clinicalnlp-1.13/ 2023-07 102 107 Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts Natsuki Murakami author Mana Ishida author Yuta Takahashi author Hitomi Yanaka author Daisuke Bekki author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication murakami-etal-2023-knowledge 10.18653/v1/2023.clinicalnlp-1.14 https://aclanthology.org/2023.clinicalnlp-1.14/ 2023-07 108 117 Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection Nadine Abdelhalim author Ingy Abdelhalim author Riza Batista-Navarro author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication abdelhalim-etal-2023-training 10.18653/v1/2023.clinicalnlp-1.15 https://aclanthology.org/2023.clinicalnlp-1.15/ 2023-07 118 124 Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles Weipeng Zhou author Majid Afshar author Dmitriy Dligach author Yanjun Gao author Timothy Miller author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication zhou-etal-2023-improving-transferability 10.18653/v1/2023.clinicalnlp-1.16 https://aclanthology.org/2023.clinicalnlp-1.16/ 2023-07 125 130 Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? Mohita Chowdhury author Ernest Lim author Aisling Higham author Rory McKinnon author Nikoletta Ventoura author Yajie He author Nick De Pennington author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication chowdhury-etal-2023-large 10.18653/v1/2023.clinicalnlp-1.17 https://aclanthology.org/2023.clinicalnlp-1.17/ 2023-07 131 137 Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations Gagandeep Singh author Yue Pan author Jesus Andres-Ferrer author Miguel Del-Agua author Frank Diehl author Joel Pinto author Paul Vozila author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication singh-etal-2023-large 10.18653/v1/2023.clinicalnlp-1.18 https://aclanthology.org/2023.clinicalnlp-1.18/ 2023-07 138 143 clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues Kadir Bulut Ozler author Steven Bethard author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication ozler-bethard-2023-clulab 10.18653/v1/2023.clinicalnlp-1.19 https://aclanthology.org/2023.clinicalnlp-1.19/ 2023-07 144 149 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection Ming Liu author Richard Beare author Taya Collyer author Nadine Andrew author Velandai Srikanth author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-leveraging 10.18653/v1/2023.clinicalnlp-1.20 https://aclanthology.org/2023.clinicalnlp-1.20/ 2023-07 150 155 Automated Orthodontic Diagnosis from a Summary of Medical Findings Takumi Ohtsuka author Tomoyuki Kajiwara author Chihiro Tanikawa author Yuujin Shimizu author Hajime Nagahara author Takashi Ninomiya author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication ohtsuka-etal-2023-automated 10.18653/v1/2023.clinicalnlp-1.21 https://aclanthology.org/2023.clinicalnlp-1.21/ 2023-07 156 160 Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios Hazal Türkmen author Oguz Dikenelli author Cenk Eraslan author Mehmet Calli author Suha Ozbek author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication turkmen-etal-2023-harnessing 10.18653/v1/2023.clinicalnlp-1.22 https://aclanthology.org/2023.clinicalnlp-1.22/ 2023-07 161 170 A Meta-dataset of German Medical Corpora: Harmonization of Annotations and Cross-corpus NER Evaluation Ignacio Llorca author Florian Borchert author Matthieu-P. Schapranow author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication llorca-etal-2023-meta 10.18653/v1/2023.clinicalnlp-1.23 https://aclanthology.org/2023.clinicalnlp-1.23/ 2023-07 171 181 Uncovering the Potential for a Weakly Supervised End-to-End Model in Recognising Speech from Patient with Post-Stroke Aphasia Giulia Sanguedolce author Patrick A Naylor author Fatemeh Geranmayeh author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication sanguedolce-etal-2023-uncovering 10.18653/v1/2023.clinicalnlp-1.24 https://aclanthology.org/2023.clinicalnlp-1.24/ 2023-07 182 190 Textual Entailment for Temporal Dependency Graph Parsing Jiarui Yao author Steven Bethard author Kristin Wright-Bettner author Eli Goldner author David Harris author Guergana Savova author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication yao-etal-2023-textual 10.18653/v1/2023.clinicalnlp-1.25 https://aclanthology.org/2023.clinicalnlp-1.25/ 2023-07 191 199 Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models Varun Nair author Elliot Schumacher author Anitha Kannan author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication nair-etal-2023-generating 10.18653/v1/2023.clinicalnlp-1.26 https://aclanthology.org/2023.clinicalnlp-1.26/ 2023-07 200 217 Factors Affecting the Performance of Automated Speaker Verification in Alzheimer’s Disease Clinical Trials Malikeh Ehghaghi author Marija Stanojevic author Ali Akram author Jekaterina Novikova author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication ehghaghi-etal-2023-factors 10.18653/v1/2023.clinicalnlp-1.27 https://aclanthology.org/2023.clinicalnlp-1.27/ 2023-07 218 227 Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models Ashwyn Sharma author David Feldman author Aneesh Jain author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication sharma-etal-2023-team 10.18653/v1/2023.clinicalnlp-1.28 https://aclanthology.org/2023.clinicalnlp-1.28/ 2023-07 228 235 Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text Melissa Yan author Lise Gustad author Lise Høvik author Øystein Nytrø author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication yan-etal-2023-method 10.18653/v1/2023.clinicalnlp-1.29 https://aclanthology.org/2023.clinicalnlp-1.29/ 2023-07 236 246 Prompt Discriminative Language Models for Domain Adaptation Keming Lu author Peter Potash author Xihui Lin author Yuwen Sun author Zihan Qian author Zheng Yuan author Tristan Naumann author Tianxi Cai author Junwei Lu author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication lu-etal-2023-prompt 10.18653/v1/2023.clinicalnlp-1.30 https://aclanthology.org/2023.clinicalnlp-1.30/ 2023-07 247 258 Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types Siting Liang author Mareike Hartmann author Daniel Sonntag author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication liang-etal-2023-cross 10.18653/v1/2023.clinicalnlp-1.31 https://aclanthology.org/2023.clinicalnlp-1.31/ 2023-07 259 271 Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications Usman Naseem author Surendrabikram Thapa author Qi Zhang author Liang Hu author Anum Masood author Mehwish Nasim author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication naseem-etal-2023-reducing 10.18653/v1/2023.clinicalnlp-1.32 https://aclanthology.org/2023.clinicalnlp-1.32/ 2023-07 272 277 Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text Yuxing Lu author Xukai Zhao author Jinzhuo Wang author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication lu-etal-2023-medical 10.18653/v1/2023.clinicalnlp-1.33 https://aclanthology.org/2023.clinicalnlp-1.33/ 2023-07 278 288 Multilingual Clinical NER: Translation or Cross-lingual Transfer? Félix Gaschi author Xavier Fontaine author Parisa Rastin author Yannick Toussaint author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication gaschi-etal-2023-multilingual 10.18653/v1/2023.clinicalnlp-1.34 https://aclanthology.org/2023.clinicalnlp-1.34/ 2023-07 289 311 UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion author Didier Schwab author Lorraine Goeuriot author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication mannion-etal-2023-umls 10.18653/v1/2023.clinicalnlp-1.35 https://aclanthology.org/2023.clinicalnlp-1.35/ 2023-07 312 322 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models John Giorgi author Augustin Toma author Ronald Xie author Sondra Chen author Kevin An author Grace Zheng author Bo Wang author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication giorgi-etal-2023-wanglab 10.18653/v1/2023.clinicalnlp-1.36 https://aclanthology.org/2023.clinicalnlp-1.36/ 2023-07 323 334 Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System Fabián Villena author Matías Rojas author Felipe Arias author Jorge Pacheco author Paulina Vera author Jocelyn Dunstan author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication villena-etal-2023-automatic 10.18653/v1/2023.clinicalnlp-1.37 https://aclanthology.org/2023.clinicalnlp-1.37/ 2023-07 335 343 Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts Sitong Zhou author Meliha Yetisgen author Mari Ostendorf author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication zhou-etal-2023-building 10.18653/v1/2023.clinicalnlp-1.38 https://aclanthology.org/2023.clinicalnlp-1.38/ 2023-07 344 357 Intersectionality and Testimonial Injustice in Medical Records Kenya Andrews author Bhuvni Shah author Lu Cheng author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication andrews-etal-2023-intersectionality 10.18653/v1/2023.clinicalnlp-1.39 https://aclanthology.org/2023.clinicalnlp-1.39/ 2023-07 358 372 Interactive Span Recommendation for Biomedical Text Louis Blankemeier author Theodore Zhao author Robert Tinn author Sid Kiblawi author Yu Gu author Akshay S Chaudhari author Hoifung Poon author Sheng Zhang author Mu Wei author Joseph S Preston author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication blankemeier-etal-2023-interactive 10.18653/v1/2023.clinicalnlp-1.40 https://aclanthology.org/2023.clinicalnlp-1.40/ 2023-07 373 384 Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning Giridhar Kaushik Ramachandran author Yujuan Fu author Bin Han author Kevin Lybarger author Nicholas J Dobbins author Özlem Uzuner author Meliha Yetisgen author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication ramachandran-etal-2023-prompt 10.18653/v1/2023.clinicalnlp-1.41 https://aclanthology.org/2023.clinicalnlp-1.41/ 2023-07 385 393 Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization Yongbin Jeong author Ju-Hyuck Han author Kyung Min Chae author Yousang Cho author Hyunbin Seo author KyungTae Lim author Key-Sun Choi author Younggyun Hahm author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication jeong-etal-2023-teddysum 10.18653/v1/2023.clinicalnlp-1.42 https://aclanthology.org/2023.clinicalnlp-1.42/ 2023-07 394 402 Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification Jiamin Chen author Xuhong Li author Junting Xi author Lei Yu author Haoyi Xiong author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication chen-etal-2023-rare 10.18653/v1/2023.clinicalnlp-1.43 https://aclanthology.org/2023.clinicalnlp-1.43/ 2023-07 403 413 NewAgeHealthWarriors at MEDIQA-Chat 2023 Task A: Summarizing Short Medical Conversation with Transformers Prakhar Mishra author Ravi Theja Desetty author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication mishra-desetty-2023-newagehealthwarriors 10.18653/v1/2023.clinicalnlp-1.44 https://aclanthology.org/2023.clinicalnlp-1.44/ 2023-07 414 421 Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts Peiqi Sui author Kelvin Wong author Xiaohui Yu author John Volpi author Stephen Wong author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication sui-etal-2023-storyline 10.18653/v1/2023.clinicalnlp-1.45 https://aclanthology.org/2023.clinicalnlp-1.45/ 2023-07 422 432 Pre-trained language models in Spanish for health insurance coverage Claudio Aracena author Nicolás Rodríguez author Victor Rocco author Jocelyn Dunstan author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication aracena-etal-2023-pre 10.18653/v1/2023.clinicalnlp-1.46 https://aclanthology.org/2023.clinicalnlp-1.46/ 2023-07 433 438 Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis Yeldar Toleubay author Don Joven Agravante author Daiki Kimura author Baihan Lin author Djallel Bouneffouf author Michiaki Tatsubori author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication toleubay-etal-2023-utterance 10.18653/v1/2023.clinicalnlp-1.47 https://aclanthology.org/2023.clinicalnlp-1.47/ 2023-07 439 446 A Survey of Evaluation Methods of Generated Medical Textual Reports Yongxin Zhou author Fabien Ringeval author François Portet author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication zhou-etal-2023-survey 10.18653/v1/2023.clinicalnlp-1.48 https://aclanthology.org/2023.clinicalnlp-1.48/ 2023-07 447 459 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? Junda Wang author Zonghai Yao author Avijit Mitra author Samuel Osebe author Zhichao Yang author Hong Yu author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-umass 10.18653/v1/2023.clinicalnlp-1.49 https://aclanthology.org/2023.clinicalnlp-1.49/ 2023-07 460 471 HealthMavericks@MEDIQA-Chat 2023: Benchmarking different Transformer based models for Clinical Dialogue Summarization Kunal Suri author Saumajit Saha author Atul Singh author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication suri-etal-2023-healthmavericks 10.18653/v1/2023.clinicalnlp-1.50 https://aclanthology.org/2023.clinicalnlp-1.50/ 2023-07 472 489 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization Yash Mathur author Sanketh Rangreji author Raghav Kapoor author Medha Palavalli author Amanda Bertsch author Matthew Gormley author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication mathur-etal-2023-summqa 10.18653/v1/2023.clinicalnlp-1.51 https://aclanthology.org/2023.clinicalnlp-1.51/ 2023-07 490 502 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations Asma Ben Abacha author Wen-wai Yim author Griffin Adams author Neal Snider author Meliha Yetisgen author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication ben-abacha-etal-2023-overview 10.18653/v1/2023.clinicalnlp-1.52 https://aclanthology.org/2023.clinicalnlp-1.52/ 2023-07 503 513 Transfer Learning for Low-Resource Clinical Named Entity Recognition Nevasini Sasikumar author Krishna Sri Ipsit Mantri author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication sasikumar-mantri-2023-transfer 10.18653/v1/2023.clinicalnlp-1.53 https://aclanthology.org/2023.clinicalnlp-1.53/ 2023-07 514 518 IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? Dhananjay Srivastava author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication srivastava-2023-iuteam1 10.18653/v1/2023.clinicalnlp-1.54 https://aclanthology.org/2023.clinicalnlp-1.54/ 2023-07 519 523 Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues Amal Alqahtani author Rana Salama author Mona Diab author Abdou Youssef author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication alqahtani-etal-2023-care4lang 10.18653/v1/2023.clinicalnlp-1.55 https://aclanthology.org/2023.clinicalnlp-1.55/ 2023-07 524 528 Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning Kirill Milintsevich author Navneet Agarwal author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication milintsevich-agarwal-2023-calvados 10.18653/v1/2023.clinicalnlp-1.56 https://aclanthology.org/2023.clinicalnlp-1.56/ 2023-07 529 535 DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization Boya Zhang author Rahul Mishra author Douglas Teodoro author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-ds4dh 10.18653/v1/2023.clinicalnlp-1.57 https://aclanthology.org/2023.clinicalnlp-1.57/ 2023-07 536 545 GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning Xiangru Tang author Andrew Tran author Jeffrey Tan author Mark Gerstein author 2023-07 text Proceedings of the 5th Clinical Natural Language Processing Workshop Tristan Naumann editor Asma Ben Abacha editor Steven Bethard editor Kirk Roberts editor Anna Rumshisky editor Association for Computational Linguistics Toronto, Canada conference publication tang-etal-2023-gersteinlab 10.18653/v1/2023.clinicalnlp-1.58 https://aclanthology.org/2023.clinicalnlp-1.58/ 2023-07 546 554