:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	von Csefalvay, Chris
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning 68T50 I.2.7; J.3
Online Access:	https://arxiv.org/abs/2402.10951
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records
by: Losch, Noah, et al.
Published: (2025)

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters
by: Torri, Vittorio, et al.
Published: (2025)

Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)

An Unsupervised Natural Language Processing Pipeline for Assessing Referral Appropriateness
by: Torri, Vittorio, et al.
Published: (2025)

VietMed-MCQ: A Consistency-Filtered Data Synthesis Framework for Vietnamese Traditional Medicine Evaluation
by: Kiet, Huynh Trung, et al.
Published: (2026)

Inference acceleration for large language models using "stairs" assisted greedy generation
by: Grigaliūnas, Domas, et al.
Published: (2024)

Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting
by: Richter-Pechanski, Phillip, et al.
Published: (2024)

Tethered Reasoning: Decoupling Entropy from Hallucination in Quantized LLMs via Manifold Steering
by: Atkinson, Craig
Published: (2026)

Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs
by: Theerthala, Akhil
Published: (2025)

Classifiers of Data Sharing Statements in Clinical Trial Records
by: Mamaghani, Saber Jelodari, et al.
Published: (2025)

PolyTruth: Multilingual Disinformation Detection using Transformer-Based Language Models
by: Gouliev, Zaur, et al.
Published: (2025)

Beyond Long Context: When Semantics Matter More than Tokens
by: Chawdhury, Tarun Kumar, et al.
Published: (2025)

A-VERT: Agnostic Verification with Embedding Ranking Targets
by: Aguirre, Nicolás, et al.
Published: (2025)

FairLangProc: A Python package for fairness in NLP
by: Pérez-Peralta, Arturo, et al.
Published: (2025)

A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection
by: Chua, Gabriel, et al.
Published: (2024)

Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis
by: Hasan, Md. Arid, et al.
Published: (2023)

HealthCraft: A Reinforcement Learning Safety Environment for Emergency Medicine
by: Dent, Brandon
Published: (2026)

BERTology of Molecular Property Prediction
by: Mostafanejad, Mohammad, et al.
Published: (2026)

The Trilemma of Truth in Large Language Models
by: Savcisens, Germans, et al.
Published: (2025)

LLM Questionnaire Completion for Automatic Psychiatric Assessment
by: Rosenman, Gony, et al.
Published: (2024)

Automatic identification of diagnosis from hospital discharge letters via weakly-supervised Natural Language Processing
by: Torri, Vittorio, et al.
Published: (2024)

Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
by: Rehman, Abdul, et al.
Published: (2024)

Position-aware Automatic Circuit Discovery
by: Haklay, Tal, et al.
Published: (2025)

$FastDoc$: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy
by: Nandy, Abhilash, et al.
Published: (2023)

Pivot Language for Low-Resource Machine Translation
by: Talwar, Abhimanyu, et al.
Published: (2025)

Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
by: Vasilev, Stefan, et al.
Published: (2025)

Pairing interacting protein sequences using masked language modeling
by: Lupo, Umberto, et al.
Published: (2023)

TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
by: Cui, Hejie, et al.
Published: (2025)

PerkwE_COQA: Enhanced Persian Conversational Question Answering by combining contextual keyword extraction with Large Language Models
by: Moradbeiki, Pardis, et al.
Published: (2024)

Challenges and Applications of Large Language Models: A Comparison of GPT and DeepSeek family of models
by: Sharma, Shubham, et al.
Published: (2025)

Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classification
by: Arends, Bauke, et al.
Published: (2024)

Cache-to-Cache: Direct Semantic Communication Between Large Language Models
by: Fu, Tianyu, et al.
Published: (2025)

MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional
by: Cruz, Roberto, et al.
Published: (2026)

Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers
by: Buckmann, Marcus, et al.
Published: (2024)

Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian
by: Glazkova, Anna, et al.
Published: (2024)

Multi-Model Synthetic Training for Mission-Critical Small Language Models
by: Platt, Nolan, et al.
Published: (2025)

Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo
by: Ekle, Ocheme Anthony, et al.
Published: (2025)

Make Literature-Based Discovery Great Again through Reproducible Pipelines
by: Cestnik, Bojan, et al.
Published: (2025)

A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
by: Cui, Hejie, et al.
Published: (2023)

Cross-Domain Robustness of Transformer-based Keyphrase Generation
by: Glazkova, Anna, et al.
Published: (2023)