NLPExplorer

BioNLP - 2024

Total Papers:- 80

Total Papers accross all years:- 501

Total Citations :- 0

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XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models

Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text

Seiji Shimizu | Shuntaro Yada | Lisa Raithel | Eiji Aramaki |

EPFL-MAKE at “Discharge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record

MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction

William Hogan | Andrew Bartko | Jingbo Shang | Chun-Nan Hsu |

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques

Saama Technologies at BioLaySumm: Abstract based fine-tuned models with LoRA

Hwanmun Kim | Kamal raj Kanakarajan | Malaikannan Sankarasubbu |

BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation

Akanksha Karotia | Seba Susan |

Low Resource ICD Coding of Hospital Discharge Summaries

Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation

Hashem Hijazi | Diego Molla | Vincent Nguyen | Sarvnaz Karimi |

iHealth-Chile-3&2 at RRG24: Template Based Report Generation

RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts

Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation

Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach

IgnitionInnovators at “Discharge Me!”: Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries

An Quang Tang | Xiuzhen Zhang | Minh Ngoc Dinh |

Extracting Epilepsy Patient Data with Llama 2