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Clinical NLP

646 directly classified papers

Papers per year

Papers

Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 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

Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers 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

Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants INTERSPEECH 2023

Prospective Validation of Motor-Based Intervention with Automated Mispronunciation Detection of Rhotics in Residual Speech Sound Disorders INTERSPEECH 2023

Classifying Dementia in the Presence of Depression: A Cross-Corpus Study INTERSPEECH 2023

Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses INTERSPEECH 2023

Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 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

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

Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023

On Text-based Personality Computing: Challenges and Future Directions ACL 2023

Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023

MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding EMNLP 2023

Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023

Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023

Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test INTERSPEECH 2023

Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023

Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023

“Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023

Lenient Evaluation of Japanese Speech Recognition: Modeling Naturally Occurring Spelling Inconsistency ACL 2023