LOUHI@EMNLP

Publications

2022

Farnaz Ghassemi Toudeshki, Anna Liednikova, Philippe Jolivet, Claire Gardent
Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling. LOUHI@EMNLP (2022)
Arash 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
BERT for Long Documents: A Case Study of Automated ICD Coding. LOUHI@EMNLP (2022)
Jianing Zhou, Vyom Nayan Thakkar, Rachel Yudkowsky, Suma Bhat, William F. Bond
Automatic Patient Note Assessment without Strong Supervision. LOUHI@EMNLP (2022)
Maël Houbre, Florian Boudin, Béatrice Daille
A Large-Scale Dataset for Biomedical Keyphrase Generation. LOUHI@EMNLP (2022)
Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Pierre Zweigenbaum
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let's Keep It Simple. LOUHI@EMNLP (2022)
Claudio Aracena, Fabián Villena, Matías Rojas, Jocelyn Dunstan
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models. LOUHI@EMNLP (2022)
Bhanu Pratap Singh Rawat, Hong Yu
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection. LOUHI@EMNLP (2022)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. LOUHI@EMNLP (2022)
Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? LOUHI@EMNLP (2022)
Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, LOUHI@EMNLP 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7, 2022 LOUHI@EMNLP (2022)
Parsa Bagherzadeh, Sabine Bergler
Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing. LOUHI@EMNLP (2022)
Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. LOUHI@EMNLP (2022)
Amir 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
Building a Clinically-Focused Problem List From Medical Notes. LOUHI@EMNLP (2022)
Antonio Jimeno-Yepes, Karin Verspoor
Distinguishing between focus and background entities in biomedical corpora using discourse structure and transformers. LOUHI@EMNLP (2022)
Amal AlQahtani, Efsun Sarioglu Kayi, Sardar Hamidian, Michael Compton, Mona T. Diab
A Quantitative and Qualitative Analysis of Schizophrenia Language. LOUHI@EMNLP (2022)
Priyanka Dey, Roxana Girju
Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays. LOUHI@EMNLP (2022)
Jie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction. LOUHI@EMNLP (2022)
Sneha Jha, Erik Mayer, Mauricio Barahona
Improving information fusion on multimodal clinical data in classification settings. LOUHI@EMNLP (2022)
Matías Rojas, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Jocelyn Dunstan, Marta Villegas
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives. LOUHI@EMNLP (2022)
Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
Curriculum-guided Abstractive Summarization for Mental Health Online Posts. LOUHI@EMNLP (2022)
Kamal Raj Kanakarajan, Bhuvana Kundumani, Abhijith Abraham, Malaikannan Sankarasubbu
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning. LOUHI@EMNLP (2022)
Fan Zhang, Itay Laish, Ayelet Benjamini, Amir Feder
Section Classification in Clinical Notes with Multi-task Transformers. LOUHI@EMNLP (2022)
Sichang Tu, Stephen Doogan, Jinho D. Choi
Condition-Treatment Relation Extraction on Disease-related Social Media Data. LOUHI@EMNLP (2022)
Jose Barros, Matías Rojas, Jocelyn Dunstan, Andrés Abeliuk
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish. LOUHI@EMNLP (2022)
Samuel Cahyawijaya, Bryan Wilie, Holy Lovenia, Huan Zhong, MingQian Zhong, Yuk-Yu Nancy Ip, Pascale Fung
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling. LOUHI@EMNLP (2022)
Maciej Wiatrak, Eirini Arvaniti, Angus Brayne, Jonas Vetterle, Aaron Sim
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval. LOUHI@EMNLP (2022)

2020

2019