Clinical NLP

SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SemEval 2023 Stanford MLab at SemEval 2023 Task 7: Neural Methods for Clinical Trial Report NLI SemEval 2023 Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts ACL 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023 Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023 Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations ACL 2023 Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 Uncovering the Potential for a Weakly Supervised End-to-End Model in Recognising Speech from Patient with Post-Stroke Aphasia ACL 2023 Use of NLP in the Context of Belief states of Ethnic Minorities in Latin America ACL 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023 Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023 A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing EMNLP 2022 A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022 A Holistic Framework for Analyzing the COVID-19 Vaccine Debate NAACL 2022 A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022 A New Public Corpus for Clinical Section Identification: MedSecId COLING 2022 Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives EMNLP 2022 A text-writing system for Easy-to-Read German evaluated with low-literate users with cognitive impairment ACL 2022