Anthony Rios

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

A marker-based neural network system for extracting social determinants of health.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., July, 2023

BabyStories: Can Reinforcement Learning Teach Baby Language Models to Write Better Stories?

[BibT_eX]

[DOI]

CoRR, 2023

Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets.

[BibT_eX]

[DOI]

Richard Tarbell

Kim-Kwang Raymond Choo

Glenn Dietrich

CoRR, 2023

Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News.

[BibT_eX]

[DOI]

CoRR, 2023

UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization.

[BibT_eX]

[DOI]

Tongnian Wang

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

Linguistic Elements of Engaging Customer Service Discourse on Social Media.

[BibT_eX]

[DOI]

Sonam Singh

CoRR, 2022

UTSA NLP at SemEval-2022 Task 4: An Exploration of Simple Ensembles of Transformers, Convolutional, and Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Turning Stocks into Memes: A Dataset for Understanding How Social Communities Can Drive Wall Street.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Measuring Geographic Performance Disparities of Offensive Language Classifiers.

[BibT_eX]

[DOI]

Brandon Lwowski

Paul Rad

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing.

[BibT_eX]

[DOI]

Nima Ebadi

Peyman Najafirad

Proceedings of the Third Workshop on Scholarly Document Processing, 2022

2021

The risk of racial bias while tracking influenza-related content on social media using machine learning.

[BibT_eX]

[DOI]

Brandon Lwowski

Rosana Montanez Rodriguez

J. Am. Medical Informatics Assoc., 2021

Case Study on Detecting COVID-19 Health-Related Misinformation in Social Media.

[BibT_eX]

[DOI]

Mir Mehedi A. Pritom

CoRR, 2021

Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization.

[BibT_eX]

[DOI]

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

Detecting Bot-Generated Text by Characterizing Linguistic Accommodation in Human-Bot Interactions.

[BibT_eX]

[DOI]

Paras Bhatt

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings.

[BibT_eX]

[DOI]

Brandon Lwowski

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings.

[BibT_eX]

[DOI]

Reenam Joshi

Hejin Shin

Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

FuzzE: Fuzzy Fairness Evaluation of Offensive Language Classifiers on African-American English.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Cross-registry neural domain adaptation to extract mutational test results from pathology reports.

[BibT_eX]

[DOI]

Bernardo H. L. Goulart

J. Biomed. Informatics, 2019

Neural transfer learning for assigning diagnosis codes to EMRs.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2019

Complex contagions of information diffusion across social networking platforms.

[BibT_eX]

[DOI]

Rachael Ruizhu Xiong

Charles Zhechao Liu

Kim-Kwang Raymond Choo

Graciela Gonzalez-Hernandez

Proceedings of the 25th Americas Conference on Information Systems, 2019

2018

Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2018

Chemical-protein relation extraction with ensembles of SVM, CNN, and RNN models.

[BibT_eX]

[DOI]

CoRR, 2018

Generalizing biomedical relation classification with neural adversarial domain adaptation.

[BibT_eX]

[DOI]

Zhiyong Lu

Bioinform., 2018

Extracting chemical-protein relations with ensembles of SVM and deep learning models.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2018

EMR Coding with Semi-Parametric Multi-Head Matching Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP).

[BibT_eX]

[DOI]

Tung Tran

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2017

Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks.

[BibT_eX]

[DOI]

Tung Tran

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

2015

An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records.

[BibT_eX]

[DOI]

Yuan Lu

Artif. Intell. Medicine, 2015

Analyzing the Moving Parts of a Large-Scale Multi-label Text Classification Pipeline: Experiences in Indexing Biomedical Articles.

[BibT_eX]

[DOI]