Enhancing Reasoning Skills in Small Persian Medical Language Models Can Outperform Large-Scale Data Training
Fuente:
arXiv
Guardado en:
| Autores principales: | Ghassabi, Mehrdad, Hakim, Sadra, Kashani, Hamidreza Baradaran, Rostami, Pedram |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language Model
por: Ghassabi, Mehrdad, et al.
Publicado: (2025)
por: Ghassabi, Mehrdad, et al.
Publicado: (2025)
Backtranslation Augmented Direct Preference Optimization for Neural Machine Translation
por: Ghassabi, Mehrdad, et al.
Publicado: (2026)
por: Ghassabi, Mehrdad, et al.
Publicado: (2026)
PersianMind: A Cross-Lingual Persian-English Large Language Model
por: Rostami, Pedram, et al.
Publicado: (2024)
por: Rostami, Pedram, et al.
Publicado: (2024)
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
por: Kim, Hyunjae, et al.
Publicado: (2024)
por: Kim, Hyunjae, et al.
Publicado: (2024)
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization
por: Van Veen, Dave, et al.
Publicado: (2023)
por: Van Veen, Dave, et al.
Publicado: (2023)
CULL-MT: Compression Using Language and Layer pruning for Machine Translation
por: Rostami, Pedram, et al.
Publicado: (2024)
por: Rostami, Pedram, et al.
Publicado: (2024)
Generalist Large Language Models Outperform Clinical Tools on Medical Benchmarks
por: Vishwanath, Krithik, et al.
Publicado: (2025)
por: Vishwanath, Krithik, et al.
Publicado: (2025)
A Computational Approach to Language Contact -- A Case Study of Persian
por: Basirat, Ali, et al.
Publicado: (2026)
por: Basirat, Ali, et al.
Publicado: (2026)
Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder
por: Li, Changye, et al.
Publicado: (2025)
por: Li, Changye, et al.
Publicado: (2025)
LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
por: Wang, Jingyuan, et al.
Publicado: (2025)
por: Wang, Jingyuan, et al.
Publicado: (2025)
PsycholexTherapy: Simulating Reasoning in Psychotherapy with Small Language Models in Persian
por: Abbasi, Mohammad Amin, et al.
Publicado: (2025)
por: Abbasi, Mohammad Amin, et al.
Publicado: (2025)
Task-Specific Efficiency Analysis: When Small Language Models Outperform Large Language Models
por: Cao, Jinghan, et al.
Publicado: (2026)
por: Cao, Jinghan, et al.
Publicado: (2026)
Scaling Embeddings Outperforms Scaling Experts in Language Models
por: Liu, Hong, et al.
Publicado: (2026)
por: Liu, Hong, et al.
Publicado: (2026)
Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation
por: Zhang, Yong, et al.
Publicado: (2025)
por: Zhang, Yong, et al.
Publicado: (2025)
LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?
por: Zou, Kaijian, et al.
Publicado: (2025)
por: Zou, Kaijian, et al.
Publicado: (2025)
Social Skill Training with Large Language Models
por: Yang, Diyi, et al.
Publicado: (2024)
por: Yang, Diyi, et al.
Publicado: (2024)
Can Small-Scale Data Poisoning Exacerbate Dialect-Linked Biases in Large Language Models?
por: Abbas, Chaymaa, et al.
Publicado: (2025)
por: Abbas, Chaymaa, et al.
Publicado: (2025)
COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models
por: Fayyazi, Arya, et al.
Publicado: (2026)
por: Fayyazi, Arya, et al.
Publicado: (2026)
Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization
por: Hosseinbeigi, Sara Bourbour, et al.
Publicado: (2025)
por: Hosseinbeigi, Sara Bourbour, et al.
Publicado: (2025)
Can Large Language Models abstract Medical Coded Language?
por: Lee, Simon A., et al.
Publicado: (2024)
por: Lee, Simon A., et al.
Publicado: (2024)
Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization
por: Samragh, Mohammad, et al.
Publicado: (2024)
por: Samragh, Mohammad, et al.
Publicado: (2024)
Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique
por: Sawicki, Piotr, et al.
Publicado: (2025)
por: Sawicki, Piotr, et al.
Publicado: (2025)
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
por: Lee, Jooyoung, et al.
Publicado: (2024)
por: Lee, Jooyoung, et al.
Publicado: (2024)
DeepDistill: Enhancing LLM Reasoning Capabilities via Large-Scale Difficulty-Graded Data Training
por: Tian, Xiaoyu, et al.
Publicado: (2025)
por: Tian, Xiaoyu, et al.
Publicado: (2025)
Large Language Models Can Learn Temporal Reasoning
por: Xiong, Siheng, et al.
Publicado: (2024)
por: Xiong, Siheng, et al.
Publicado: (2024)
MedCritical: Enhancing Medical Reasoning in Small Language Models via Self-Collaborative Correction
por: Su, Xinchun, et al.
Publicado: (2025)
por: Su, Xinchun, et al.
Publicado: (2025)
PARAMANU-GANITA: Can Small Math Language Models Rival with Large Language Models on Mathematical Reasoning?
por: Niyogi, Mitodru, et al.
Publicado: (2024)
por: Niyogi, Mitodru, et al.
Publicado: (2024)
Not All Jokes Land: Evaluating Large Language Models Understanding of Workplace Humor
por: Shafiei, Mohammadamin, et al.
Publicado: (2025)
por: Shafiei, Mohammadamin, et al.
Publicado: (2025)
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
por: Huang, Yuncheng, et al.
Publicado: (2023)
por: Huang, Yuncheng, et al.
Publicado: (2023)
Can VLM Pseudo-Labels Train a Time-Series QA Model That Outperforms the VLM?
por: Fujimura, Takuya, et al.
Publicado: (2025)
por: Fujimura, Takuya, et al.
Publicado: (2025)
PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language
por: Jamali, Naghmeh, et al.
Publicado: (2025)
por: Jamali, Naghmeh, et al.
Publicado: (2025)
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models
por: Liu, Yantao, et al.
Publicado: (2024)
por: Liu, Yantao, et al.
Publicado: (2024)
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration
por: Wu, Kangxi, et al.
Publicado: (2024)
por: Wu, Kangxi, et al.
Publicado: (2024)
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study
por: Khodadad, Mohammad, et al.
Publicado: (2025)
por: Khodadad, Mohammad, et al.
Publicado: (2025)
Can Small Language Models be Good Reasoners for Sequential Recommendation?
por: Wang, Yuling, et al.
Publicado: (2024)
por: Wang, Yuling, et al.
Publicado: (2024)
AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use
por: Lyu, Yuanjie, et al.
Publicado: (2026)
por: Lyu, Yuanjie, et al.
Publicado: (2026)
m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models
por: Huang, Xiaoke, et al.
Publicado: (2025)
por: Huang, Xiaoke, et al.
Publicado: (2025)
Audited Reasoning Refinement: Fine-Tuning Language Models via LLM-Guided Step-Wise Evaluation and Correction
por: Bhattacharyya, Sumanta, et al.
Publicado: (2025)
por: Bhattacharyya, Sumanta, et al.
Publicado: (2025)
Can Large Language Models do Analytical Reasoning?
por: Hu, Yebowen, et al.
Publicado: (2024)
por: Hu, Yebowen, et al.
Publicado: (2024)
ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models
por: Xu, Yuanfeng, et al.
Publicado: (2025)
por: Xu, Yuanfeng, et al.
Publicado: (2025)
Ejemplares similares
-
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language Model
por: Ghassabi, Mehrdad, et al.
Publicado: (2025) -
Backtranslation Augmented Direct Preference Optimization for Neural Machine Translation
por: Ghassabi, Mehrdad, et al.
Publicado: (2026) -
PersianMind: A Cross-Lingual Persian-English Large Language Model
por: Rostami, Pedram, et al.
Publicado: (2024) -
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
por: Kim, Hyunjae, et al.
Publicado: (2024) -
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization
por: Van Veen, Dave, et al.
Publicado: (2023)