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Clinical NLP

646 directly classified papers

Papers per year

Papers

Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023
Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023
Prompt Discriminative Language Models for Domain Adaptation ACL 2023
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types 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
Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023
IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023
Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT) ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification ACL 2023
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data 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
Stanford MLab at SemEval 2023 Task 7: Neural Methods for Clinical Trial Report NLI ACL 2023
BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? ACL 2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023
A Digital Language Coherence Marker for Monitoring Dementia EMNLP 2023
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction ACL 2023
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023
DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023
Use of NLP in the Context of Belief states of Ethnic Minorities in Latin America ACL 2023
Evaluating and Improving Automatic Speech Recognition using Severity ACL 2023
Event-independent temporal positioning: application to French clinical text ACL 2023