:: Library Catalog

Image de couverture de livre

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Young, Richard J., Matthews, Alice M.
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Machine Learning I.2.7; J.3
Accès en ligne:	https://arxiv.org/abs/2511.19739
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

CardioEmbed: Domain-Specialized Text Embeddings for Clinical Cardiology
par: Young, Richard J., et autres
Publié: (2025)

FIM-LoRA: Task-Informative Rank Allocation for LoRA via Calibration-Time Gradient-Variance Estimation
par: Sathyavageeswaran, Ramakrishnan
Publié: (2026)

Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records
par: Losch, Noah, et autres
Publié: (2025)

SpectralLoRA: Is Low-Frequency Structure Sufficient for LoRA Adaptation? A Spectral Analysis of Weight Updates
par: Singh, Rajveer
Publié: (2026)

Where Should LoRA Go? Component-Type Placement in Hybrid Language Models
par: Borobia, Hector, et autres
Publié: (2026)

Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records
par: Caralt, Mireia Hernandez, et autres
Publié: (2024)

When Models Can't Follow: Testing Instruction Adherence Across 256 LLMs
par: Young, Richard J., et autres
Publié: (2025)

Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions
par: Sasse, Kuleen, et autres
Publié: (2024)

Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning
par: Steele, Brady
Publié: (2026)

Ouroboros: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation
par: Jaber, Jaber, et autres
Publié: (2026)

Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach
par: Chaturvedi, Rochana, et autres
Publié: (2025)

Towards Leveraging Large Language Models for Automated Medical Q&A Evaluation
par: Krolik, Jack, et autres
Publié: (2024)

Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)

MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
par: Xu, Jingwei, et autres
Publié: (2024)

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding
par: Rollman, John C., et autres
Publié: (2025)

Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports
par: Jabal, Mohamed Sobhi, et autres
Publié: (2024)

Disaster Question Answering with LoRA Efficiency and Accurate End Position
par: Yasuno, Takato
Publié: (2026)

Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application
par: Crema, Claudio, et autres
Publié: (2023)

Continually Evolved Multimodal Foundation Models for Cancer Prognosis
par: Peng, Jie, et autres
Publié: (2025)

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters
par: Torri, Vittorio, et autres
Publié: (2025)

TRACE: A taxonomy-grounded synthetic dataset for teaching-program generation and session interpretation in Applied Behavior Analysis
par: Kahunla, Festus
Publié: (2026)

Stroke Lesions as a Rosetta Stone for Language Model Interpretability
par: Fridriksson, Julius, et autres
Publié: (2026)

The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning
par: Ahmed, Md Shamim, et autres
Publié: (2026)

Counterfactual Causal Inference in Natural Language with Large Language Models
par: Gendron, Gaël, et autres
Publié: (2024)

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes
par: Alba, Charles, et autres
Publié: (2024)

DAEDRA: A language model for predicting outcomes in passive pharmacovigilance reporting
par: von Csefalvay, Chris
Publié: (2024)

MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
par: Li, Yingyun, et autres
Publié: (2026)

An Unsupervised Natural Language Processing Pipeline for Assessing Referral Appropriateness
par: Torri, Vittorio, et autres
Publié: (2025)

FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
par: Zhang, Haoran, et autres
Publié: (2026)

Can Large Language Models Imitate Human Speech for Clinical Assessment? LLM-Driven Data Augmentation for Cognitive Score Prediction
par: Ketir, Si-Belkacem Yamine, et autres
Publié: (2026)

LayerRoute: Input-Conditioned Adaptive Layer Skipping via LoRA Fine-Tuning for Agentic Language Models
par: Sikdar, Prateek Kumar
Publié: (2026)

Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes
par: Liu, Ming
Publié: (2026)

Topic Is Not Agenda: A Citation-Community Audit of Text Embeddings
par: Yoo, Junseon
Publié: (2026)

Optimizing Retrieval-Augmented Generation (RAG) for Colloquial Cantonese: A LoRA-Based Systematic Review
par: Calonge, David Santandreu, et autres
Publié: (2025)

Why LoRA Resists Label Noise: A Theoretical Framework for Noise-Robust Parameter-Efficient Fine-Tuning
par: Steele, Brady
Publié: (2026)

Adapting Methods for Domain-Specific Japanese Small LMs: Scale, Architecture, and Quantization
par: Yasuno, Takato
Publié: (2026)

DreamNet: A Multimodal Framework for Semantic and Emotional Analysis of Sleep Narratives
par: Panchagnula, Tapasvi
Publié: (2025)

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection
par: Lelle, Travis
Publié: (2026)

AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery
par: Dai, Yifan, et autres
Publié: (2025)

ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning
par: Ahmed, Md Shamim, et autres
Publié: (2026)