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Clinical NLP

646 directly classified papers

Papers per year

Papers

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024
Automatic Annotation Elaboration as Feedback to Sign Language Learners EACL 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
End-to-end clinical temporal information extraction with multi-head attention ACL 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
Bayesian Hierarchical Models for Counterfactual Estimation AISTATS 2023
Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study INTERSPEECH 2023
Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data SEMEVAL 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test INTERSPEECH 2023
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SEMEVAL 2023
BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? SEMEVAL 2023
Stanford MLab at SemEval 2023 Task 7: Neural Methods for Clinical Trial Report NLI SEMEVAL 2023
Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023
BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023
BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023
C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023
Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data ACL 2023
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023
Stanford MLab at SemEval 2023 Task 7: Neural Methods for Clinical Trial Report NLI ACL 2023
MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023