NLPExplorer

BioNLP - 2024

Total Papers:- 80

Total Papers accross all years:- 501

Total Citations :- 0

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XAI for Better Exploitation of Text in Medical Decision Support

HGP-NLP at BioLaySumm: Leveraging LoRA for Lay Summarization of Biomedical Research Articles using Seq2Seq Transformers

Hemang Malik | Gaurav Pradeep | Pratinav Seth |

Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents

Saeed Farzi | Soumitra Ghosh | Alberto Lavelli | Bernardo Magnini |

Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation

Jordan C. Koontz | Maite Oronoz | Alicia Pérez |

Do Numbers Matter? Types and Prevalence of Numbers in Clinical Texts

Rahmad Mahendra | Damiano Spina | Lawrence Cavedon | Karin Verspoor |

Optimizing Multimodal Large Language Models for Detection of Alcohol Advertisements via Adaptive Prompting

Daniel Cabrera Lozoya | Jiahe Liu | Simon D’Alfonso | Mike Conway |

Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?

MedExQA: Medical Question Answering Benchmark with Multiple Explanations

Yunsoo Kim | Jinge Wu | Yusuf Abdulle | Honghan Wu |

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

Shubham Vatsal | Ayush Singh |

Ctyun AI at BioLaySumm: Enhancing Lay Summaries of Biomedical Articles Through Large Language Models and Data Augmentation

K-QA: A Real-World Medical Q&A Benchmark

Automatic Extraction of Disease Risk Factors from Medical Publications

QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM

Rui Guo | Greg Farnan | Niall McLaughlin | Barry Devereux |

Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency