Image de couverture de livre

A Comparative Study of Decoding Strategies in Medical Text Generation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Presacan, Oriana, Nik, Alireza, Thambawita, Vajira, Ionescu, Bogdan, Riegler, Michael
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics
par: Riegler, Michael A., et autres
Publié: (2025)

Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption
par: Nik, Alireza, et autres
Publié: (2025)

Calliope: A TTS-based Narrated E-book Creator Ensuring Exact Synchronization, Privacy, and Layout Fidelity
par: Hammer, Hugo L., et autres
Publié: (2026)

Kvasir-VQA: A Text-Image Pair GI Tract Dataset
par: Gautam, Sushant, et autres
Publié: (2024)

Medico 2025: Visual Question Answering for Gastrointestinal Imaging
par: Gautam, Sushant, et autres
Publié: (2025)

VideoHEDGE: Entropy-Based Hallucination Detection for Video-VLMs via Semantic Clustering and Spatiotemporal Perturbations
par: Gautam, Sushant, et autres
Publié: (2026)

Merging synthetic and real embryo data for advanced AI predictions
par: Presacan, Oriana, et autres
Publié: (2024)

A Severity-Based Curriculum Learning Strategy for Arabic Medical Text Generation
par: Alansary, Ahmed, et autres
Publié: (2026)

Learning Using Generated Privileged Information by Text-to-Image Diffusion Models
par: Menadil, Rafael-Edy, et autres
Publié: (2023)

SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
par: Gautam, Sushant, et autres
Publié: (2025)

Comparative Analysis of Audio Feature Extraction for Real-Time Talking Portrait Synthesis
par: Salehi, Pegah, et autres
Publié: (2024)

Pipelined Decoder for Efficient Context-Aware Text Generation
par: Huang, Zixian, et autres
Publié: (2025)

Hierarchical Skip Decoding for Efficient Autoregressive Text Generation
par: Zhu, Yunqi, et autres
Publié: (2024)

Parameter-Efficient Fine-Tuning for Medical Text Summarization: A Comparative Study of Lora, Prompt Tuning, and Full Fine-Tuning
par: Shernazarov, Ulugbek, et autres
Publié: (2026)

A Large-Scale Benchmark for Evaluating Large Language Models on Medical Question Answering in Romanian
par: Rogoz, Ana-Cristina, et autres
Publié: (2025)

Model-Based Minimum Bayes Risk Decoding for Text Generation
par: Jinnai, Yuu, et autres
Publié: (2023)

A Comparative Study on Automatic Coding of Medical Letters with Explainability
par: Glen, Jamie, et autres
Publié: (2024)

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
par: Li, Yiwei, et autres
Publié: (2024)

TACL: Threshold-Adaptive Curriculum Learning Strategy for Enhancing Medical Text Understanding
par: Ren, Mucheng, et autres
Publié: (2025)

A Comparative Study of Quality Evaluation Methods for Text Summarization
par: Nguyen, Huyen, et autres
Publié: (2024)

Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding
par: Jinnai, Yuu, et autres
Publié: (2024)

Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text
par: Jarca, Andrei, et autres
Publié: (2025)

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
par: Tu, Lifu, et autres
Publié: (2023)

A Multi-Strategy Approach for AI-Generated Text Detection
par: Zain, Ali, et autres
Publié: (2025)

Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders
par: Zhu, Xiaofeng, et autres
Publié: (2024)

Severity-Aware Weighted Loss for Arabic Medical Text Generation
par: Alansary, Ahmed, et autres
Publié: (2026)

Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport
par: Jinnai, Yuu
Publié: (2025)

Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning
par: Bleich, Amnon, et autres
Publié: (2024)

A Comparative Study on Code Generation with Transformers
par: Das, Namrata, et autres
Publié: (2024)

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation
par: Wang, Andrew Z., et autres
Publié: (2025)

Reflection-Window Decoding: Text Generation with Selective Refinement
par: Tang, Zeyu, et autres
Publié: (2025)

BUSTED at AraGenEval Shared Task: A Comparative Study of Transformer-Based Models for Arabic AI-Generated Text Detection
par: Zain, Ali, et autres
Publié: (2025)

Text Classification Under Class Distribution Shift: A Survey
par: Costache, Adriana Valentina, et autres
Publié: (2025)

ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation
par: Salemi, Alireza, et autres
Publié: (2025)

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies
par: Jullien, Mael, et autres
Publié: (2025)

LSTM-Based Text Generation: A Study on Historical Datasets
par: Hussein, Mustafa Abbas Hussein, et autres
Publié: (2024)

Relative Bias: A Comparative Framework for Quantifying Bias in LLMs
par: Arbabi, Alireza, et autres
Publié: (2025)

Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data
par: Nemkova, Poli Apollinaire, et autres
Publié: (2025)

Tokenizer Fertility and Zero-Shot Performance of Foundation Models on Ukrainian Legal Text: A Comparative Study
par: Ovcharov, Volodymyr
Publié: (2026)

A Sentiment Analysis of Medical Text Based on Deep Learning
par: Chen, Yinan
Publié: (2024)