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ClinicalNLP@ACL
2023
2023
2023
Keyphrases
Publications
2023
Takumi Ohtsuka
,
Tomoyuki Kajiwara
,
Chihiro Tanikawa
,
Yuujin Shimizu
,
Hajime Nagahara
,
Takashi Ninomiya
Automated Orthodontic Diagnosis from a Summary of Medical Findings.
ClinicalNLP@ACL
(2023)
Noushin Salek Faramarzi
,
Meet Patel
,
Sai Harika Bandarupally
,
Ritwik Banerjee
Context-aware Medication Event Extraction from Unstructured Text.
ClinicalNLP@ACL
(2023)
Kadir Bulut Özler
,
Steven Bethard
clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues.
ClinicalNLP@ACL
(2023)
Hazal Türkmen
,
Oguz Dikenelli
,
Cenk Eraslan
,
Mehmet Cem Çalli
,
Suha Sureyya Ozbek
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios.
ClinicalNLP@ACL
(2023)
Behrad Taghibeyglou
,
Frank Rudzicz
Who needs context? Classical techniques for Alzheimer's disease detection.
ClinicalNLP@ACL
(2023)
Nadine Abdelhalim
,
Ingy Abdelhalim
,
Riza Batista-Navarro
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection.
ClinicalNLP@ACL
(2023)
Joel Shor
,
Ruyue Agnes Bi
,
Subhashini Venugopalan
,
Steven Ibara
,
Roman Goldenberg
,
Ehud Rivlin
Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings.
ClinicalNLP@ACL
(2023)
Claudio Aracena
,
Nicolás Rodríguez
,
Victor Rocco
,
Jocelyn Dunstan
Pre-trained language models in Spanish for health insurance coverage.
ClinicalNLP@ACL
(2023)
Nevasini Sasikumar
,
Krishna Sri Ipsit Mantri
Transfer Learning for Low-Resource Clinical Named Entity Recognition.
ClinicalNLP@ACL
(2023)
Dhananjay Srivastava
IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations?
ClinicalNLP@ACL
(2023)
Yash Mathur
,
Sanketh Rangreji
,
Raghav Kapoor
,
Medha Palavalli
,
Amanda Bertsch
,
Matthew R. Gormley
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization.
ClinicalNLP@ACL
(2023)
Lifeng Han
,
Gleb Erofeev
,
Irina Sorokina
,
Serge Gladkoff
,
Goran Nenadic
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning.
ClinicalNLP@ACL
(2023)
Kirill Milintsevich
,
Navneet Agarwal
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning.
ClinicalNLP@ACL
(2023)
Kenya Andrews
,
Bhuvni Shah
,
Lu Cheng
Intersectionality and Testimonial Injustice in Medical Records.
ClinicalNLP@ACL
(2023)
Sitong Zhou
,
Meliha Yetisgen
,
Mari Ostendorf
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts.
ClinicalNLP@ACL
(2023)
Louis Blankemeier
,
Theodore Zhao
,
Robert Tinn
,
Sid Kiblawi
,
Yu Gu
,
Akshay Chaudhari
,
Hoifung Poon
,
Sheng Zhang
,
Mu Wei
,
Joseph Preston
Interactive Span Recommendation for Biomedical Text.
ClinicalNLP@ACL
(2023)
Ashwyn Sharma
,
David Feldman
,
Aneesh Jain
Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models.
ClinicalNLP@ACL
(2023)
Ignacio Llorca
,
Florian Borchert
,
Matthieu-P. Schapranow
A Meta-dataset of German Medical Corpora: Harmonization of Annotations and Cross-corpus NER Evaluation.
ClinicalNLP@ACL
(2023)
Kunal Suri
,
Saumajit Saha
,
Atul Singh
HealthMavericks@MEDIQA-Chat 2023: Benchmarking different Transformer based models for Clinical Dialogue Summarization.
ClinicalNLP@ACL
(2023)
Keming Lu
,
Peter Potash
,
Xihui Lin
,
Yuwen Sun
,
Zihan Qian
,
Zheng Yuan
,
Tristan Naumann
,
Tianxi Cai
,
Junwei Lu
Prompt Discriminative Language Models for Domain Adaptation.
ClinicalNLP@ACL
(2023)
John M. Giorgi
,
Augustin Toma
,
Ronald Xie
,
Sondra Chen
,
Kevin R. An
,
Grace X. Zheng
,
Bo Wang
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models.
ClinicalNLP@ACL
(2023)
Aidan Mannion
,
Didier Schwab
,
Lorraine Goeuriot
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition.
ClinicalNLP@ACL
(2023)
Xiangru Tang
,
Arman Cohan
,
Mark Gerstein
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning.
ClinicalNLP@ACL
(2023)
Yuxing Lu
,
Xukai Zhao
,
Jinzhuo Wang
Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text.
ClinicalNLP@ACL
(2023)
Félix Gaschi
,
Xavier Fontaine
,
Parisa Rastin
,
Yannick Toussaint
Multilingual Clinical NER: Translation or Cross-lingual Transfer?
ClinicalNLP@ACL
(2023)
Yeldar Toleubay
,
Don Joven Agravante
,
Daiki Kimura
,
Baihan Lin
,
Djallel Bouneffouf
,
Michiaki Tatsubori
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis.
ClinicalNLP@ACL
(2023)
Xiangru Tang
,
Andrew Tran
,
Jeffrey Tan
,
Mark Gerstein
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning.
ClinicalNLP@ACL
(2023)
Hitomi Yanaka
,
Yuta Nakamura
,
Yuki Chida
,
Tomoya Kurosawa
Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models.
ClinicalNLP@ACL
(2023)
Giridhar Kaushik Ramachandran
,
Yujuan Fu
,
Bin Han
,
Kevin Lybarger
,
Nicholas J. Dobbins
,
Özlem Uzuner
,
Meliha Yetisgen
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning.
ClinicalNLP@ACL
(2023)
Varun Nair
,
Elliot Schumacher
,
Anitha Kannan
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models.
ClinicalNLP@ACL
(2023)
Proceedings of the 5th Clinical Natural Language Processing Workshop, ClinicalNLP@ACL 2023, Toronto, Canada, July 14, 2023.
ClinicalNLP@ACL
(2023)
Yongbin Jeong
,
Ju-Hyuck Han
,
Kyung Min Chae
,
Yousang Cho
,
Hyunbin Seo
,
Kyungtae Lim
,
Key-Sun Choi
,
Younggyun Hahm
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization.
ClinicalNLP@ACL
(2023)
Prakhar Mishra
,
Ravi Theja Desetty
NewAgeHealthWarriors at MEDIQA-Chat 2023 Task A: Summarizing Short Medical Conversation with Transformers.
ClinicalNLP@ACL
(2023)
Paul Youssef
,
Jörg Schlötterer
,
Christin Seifert
Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing.
ClinicalNLP@ACL
(2023)
Jiarui Yao
,
Steven Bethard
,
Kristin Wright-Bettner
,
Eli Goldner
,
David Harris
,
Guergana Savova
Textual Entailment for Temporal Dependency Graph Parsing.
ClinicalNLP@ACL
(2023)
Brihat Sharma
,
Yanjun Gao
,
Timothy A. Miller
,
Matthew M. Churpek
,
Majid Afshar
,
Dmitriy Dligach
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning.
ClinicalNLP@ACL
(2023)
Malikeh Ehghaghi
,
Marija Stanojevic
,
Ali Akram
,
Jekaterina Novikova
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials.
ClinicalNLP@ACL
(2023)
Natsuki Murakami
,
Mana Ishida
,
Yuta Takahashi
,
Hitomi Yanaka
,
Daisuke Bekki
Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts.
ClinicalNLP@ACL
(2023)
Mohita Chowdhury
,
Ernest Lim
,
Aisling Higham
,
Rory McKinnon
,
Nikoletta Ventoura
,
Yajie He
,
Nick de Pennington
Can Large Language Models Safely Address Patient Questions Following Cataract Surgery?
ClinicalNLP@ACL
(2023)
Geunyeong Jeong
,
Juoh Sun
,
Seokwon Jeong
,
Hyunjin Shin
,
Harksoo Kim
Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents.
ClinicalNLP@ACL
(2023)
Do June Min
,
Verónica Pérez-Rosas
,
Rada Mihalcea
Navigating Data Scarcity: Pretraining for Medical Utterance Classification.
ClinicalNLP@ACL
(2023)
Usman Naseem
,
Surendrabikram Thapa
,
Qi Zhang
,
Liang Hu
,
Anum Masood
,
Mehwish Nasim
Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications.
ClinicalNLP@ACL
(2023)
Boya Zhang
,
Rahul Mishra
,
Douglas Teodoro
DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization.
ClinicalNLP@ACL
(2023)
Melissa Y. Yan
,
Lise Tuset Gustad
,
Lise Husby Høvik
,
Øystein Nytrø
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text.
ClinicalNLP@ACL
(2023)
Siting Liang
,
Mareike Hartmann
,
Daniel Sonntag
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types.
ClinicalNLP@ACL
(2023)
Ming Liu
,
Richard Beare
,
Taya Collyer
,
Nadine Andrew
,
Velandai Srikanth
Leveraging Natural Language Processing and Clinical Notes for Dementia Detection.
ClinicalNLP@ACL
(2023)
Junda Wang
,
Zonghai Yao
,
Avijit Mitra
,
Samuel Osebe
,
Zhichao Yang
,
Hong Yu
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?
ClinicalNLP@ACL
(2023)
Yongxin Zhou
,
Fabien Ringeval
,
François Portet
A Survey of Evaluation Methods of Generated Medical Textual Reports.
ClinicalNLP@ACL
(2023)
Kritesh Rauniyar
,
Shuvam Shiwakoti
,
Sweta Poudel
,
Surendrabikram Thapa
,
Usman Naseem
,
Mehwish Nasim
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer's Disease.
ClinicalNLP@ACL
(2023)
Fabián Villena
,
Matías Rojas
,
Felipe Arias
,
Jorge Pacheco
,
Paulina Vera
,
Jocelyn Dunstan
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System.
ClinicalNLP@ACL
(2023)