Abstract is missing.
- Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire FillingFarnaz Ghassemi Toudeshki, Anna Liednikova, Philippe Jolivet, Claire Gardent. 1-13 [doi]
- Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical NarrativesMatías Rojas, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Jocelyn Dunstan, Marta Villegas. 14-25 [doi]
- Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi. 26-34 [doi]
- Distinguishing between focus and background entities in biomedical corpora using discourse structure and transformersAntonio Jimeno-Yepes, Karin Verspoor. 35-40 [doi]
- FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domainYanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier. 41-46 [doi]
- A Large-Scale Dataset for Biomedical Keyphrase GenerationMaël Houbre, Florian Boudin, Béatrice Daille. 47-53 [doi]
- Section Classification in Clinical Notes with Multi-task TransformersFan Zhang, Itay Laish, Ayelet Benjamini, Amir Feder. 54-59 [doi]
- Building a Clinically-Focused Problem List From Medical NotesAmir Feder, Itay Laish, Shashank Agarwal, Uri Lerner, Avel Atias, Cathy Cheung, Peter Clardy, Alon Peled-Cohen, Rachana Fellinger, Hengrui Liu, Lan-Huong Nguyen, Birju Patel, Natan Potikha, Amir Taubenfeld, Liwen Xu, Seung Doo Yang, Ayelet Benjamini, Avinatan Hassidim. 60-68 [doi]
- Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let's Keep It SimpleHicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Pierre Zweigenbaum. 69-80 [doi]
- BioSimCSE: BioMedical Sentence Embeddings using Contrastive learningKamal Raj Kanakarajan, Bhuvana Kundumani, Abhijith Abraham, Malaikannan Sankarasubbu. 81-86 [doi]
- Proxy-based Zero-Shot Entity Linking by Effective Candidate RetrievalMaciej Wiatrak, Eirini Arvaniti, Angus Brayne, Jonas Vetterle, Aaron Sim. 87-99 [doi]
- BERT for Long Documents: A Case Study of Automated ICD CodingArash Afkanpour, Shabir Adeel, Hansenclever Bassani, Arkady Epshteyn, Hongbo Fan, Isaac Jones, Mahan Malihi, Adrian Nauth, Raj Sinha, Sanjana Woonna, Shiva Zamani, Elli Kanal, Mikhail Fomitchev, Donny Cheung. 100-107 [doi]
- Parameter Efficient Transfer Learning for Suicide Attempt and Ideation DetectionBhanu Pratap Singh Rawat, Hong Yu 0001. 108-115 [doi]
- Automatic Patient Note Assessment without Strong SupervisionJianing Zhou, Vyom Nayan Thakkar, Rachel Yudkowsky, Suma Bhat, William F. Bond. 116-126 [doi]
- DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction ExtractionJie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han. 127-137 [doi]
- Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in SpanishJose Barros, Matías Rojas, Jocelyn Dunstan, Andrés Abeliuk. 138-147 [doi]
- Curriculum-guided Abstractive Summarization for Mental Health Online PostsSajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt. 148-153 [doi]
- Improving information fusion on multimodal clinical data in classification settingsSneha Jha, Erik Mayer, Mauricio Barahona. 154-159 [doi]
- How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language ModelingSamuel Cahyawijaya, Bryan Wilie, Holy Lovenia, Huan Zhong, MingQian Zhong, Yuk-Yu Nancy Ip, Pascale Fung. 160-172 [doi]
- A Quantitative and Qualitative Analysis of Schizophrenia LanguageAmal AlQahtani, Efsun Sarioglu Kayi, Sardar Hamidian, Michael Compton, Mona T. Diab. 173-183 [doi]
- Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social MediaSourabh Zanwar, Daniel Wiechmann, Yu Qiao 0005, Elma Kerz. 184-196 [doi]
- A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language ModelsClaudio Aracena, Fabián Villena, Matías Rojas, Jocelyn Dunstan. 197-206 [doi]
- Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative EssaysPriyanka Dey, Roxana Girju. 207-217 [doi]
- Condition-Treatment Relation Extraction on Disease-related Social Media DataSichang Tu, Stephen Doogan, Jinho D. Choi. 218-228 [doi]
- Integration of Heterogeneous Knowledge Sources for Biomedical Text ProcessingParsa Bagherzadeh, Sabine Bergler. 229-238 [doi]