Cover Image

Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lompo, Boammani Aser, Le, Thanh-Dung
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Are Medium-Sized Transformers Models still Relevant for Medical Records Processing?
by: Lompo, Boammani Aser, et al.
Published: (2024)

Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images
by: Lompo, Boammani Aser, et al.
Published: (2025)

Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
by: Le, Thanh-Dung, et al.
Published: (2023)

The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints
by: Le, Thanh-Dung, et al.
Published: (2024)

CamemBERT 2.0: A Smarter French Language Model Aged to Perfection
by: Antoun, Wissam, et al.
Published: (2024)

CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data
by: Touchent, Rian, et al.
Published: (2023)

Power-of-Two Quantization-Aware-Training (PoT-QAT) in Large Language Models (LLMs)
by: Elgenedy, Mahmoud
Published: (2026)

Heart Rate and Body Temperature Relationship in Children Admitted to PICU -- A Machine Learning Approach
by: Lu, Emilie, et al.
Published: (2024)

A Large-Scale Evaluation of Speech Foundation Models
by: Yang, Shu-wen, et al.
Published: (2024)

Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring
by: Munoz, Mario Francisco, et al.
Published: (2024)

MultiGen: Child-Friendly Multilingual Speech Generator with LLMs
by: Gao, Xiaoxue, et al.
Published: (2025)

Predictive Models based on Deep Learning Algorithms for Tensile Deformation of AlCoCuCrFeNi High-entropy alloy
by: Nguyen, Hoang-Giang, et al.
Published: (2024)

NeuroNarrator: A Generalist EEG-to-Text Foundation Model for Clinical Interpretation via Spectro-Spatial Grounding and Temporal State-Space Reasoning
by: Wang, Guoan, et al.
Published: (2026)

IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
by: Sankar, Ashwin, et al.
Published: (2024)

GRN-Transformer: Enhancing Motion Artifact Detection in PICU Photoplethysmogram Signals
by: Le, Thanh-Dung, et al.
Published: (2023)

VoxKnesset: A Large-Scale Longitudinal Hebrew Speech Dataset for Aging Speaker Modeling
by: Marmor, Yanir, et al.
Published: (2026)

A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
by: Le, Thanh-Dung, et al.
Published: (2024)

DSP-MLIR: A MLIR Dialect for Digital Signal Processing
by: Kumar, Abhinav, et al.
Published: (2024)

Semantic Information Extraction for Text Data with Probability Graph
by: Zhao, Zhouxiang, et al.
Published: (2023)

Trace Is In Sentences: Unbiased Lightweight ChatGPT-Generated Text Detector
by: Mu, Mo, et al.
Published: (2025)

Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation
by: Tasin, Shahamat Mustavi, et al.
Published: (2024)

RadarPLM: Adapting Pre-trained Language Models for Marine Radar Target Detection by Selective Fine-tuning
by: Hu, Qiying, et al.
Published: (2025)

Validation of a new, minimally-invasive, software smartphone device to predict sleep apnea and its severity: transversal study
by: Frija, Justine, et al.
Published: (2024)

Large Language Models are Zero-Shot Recognizers for Activities of Daily Living
by: Civitarese, Gabriele, et al.
Published: (2024)

MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
by: Wan, Zhongwei, et al.
Published: (2024)

Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals
by: Liu, Zengding, et al.
Published: (2024)

A Graph Signal Processing Framework for Hallucination Detection in Large Language Models
by: Noël, Valentin
Published: (2025)

Information Capacity: Evaluating the Efficiency of Large Language Models via Text Compression
by: Yuan, Cheng, et al.
Published: (2025)

Transformer Meets Gated Residual Networks To Enhance Photoplethysmogram Artifact Detection Informed by Mutual Information Neural Estimation
by: Le, Thanh-Dung, et al.
Published: (2024)

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding
by: Li, Haitao, et al.
Published: (2025)

Deep Representation Learning for Open Vocabulary Electroencephalography-to-Text Decoding
by: Amrani, Hamza, et al.
Published: (2023)

LLMs as High-Dimensional Nonlinear Autoregressive Models with Attention: Training, Alignment and Inference
by: Krishnamurthy, Vikram
Published: (2026)

Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech Translation
by: Kim, Minsu, et al.
Published: (2023)

WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2026)

TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch
by: Song, Xingchen, et al.
Published: (2024)

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2025)

A Computational Approach to Analyzing Disrupted Language in Schizophrenia: Integrating Surprisal and Coherence Measures
by: Premananth, Gowtham, et al.
Published: (2025)

Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
by: Shams, Siavash, et al.
Published: (2025)

Visual-Aware Speech Recognition for Noisy Scenarios
by: Balaji, Lakshmipathi, et al.
Published: (2025)

SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
by: Cai, Mingsheng, et al.
Published: (2025)