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Text Classification

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Papers

The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023
Rating Short L2 Essays on the CEFR Scale with GPT-4 ACL 2023
Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers ACL 2023
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023
Exploring the Impact of Transliteration on NLP Performance: Treating Maltese as an Arabic Dialect ACL 2023
Distinguishing Romanized Hindi from Romanized Urdu ACL 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023
Context-aware Medication Event Extraction from Unstructured Text ACL 2023
Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents ACL 2023
Who needs context? Classical techniques for Alzheimer’s disease detection ACL 2023
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues ACL 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023
Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023
Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts ACL 2023
Pre-trained language models in Spanish for health insurance coverage ACL 2023
Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain ACL 2023