PETEPITTAWAT.DEV - Publications

Publications

Research papers, conference proceedings, and academic works I've contributed to.

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33 of 33 total results

Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe

Kunat Pipatanakul, Pittawat Taveekitworachai, Potsawee Manakul, Kasima Tharnpipitchai

Conference

International Conference on Learning Representations (ICLR) - Open Science for Foundation Models (SCI-FM) 2025 Workshop2025

Large Language Models

Reasoning Models

Model Merging

Paper Typhoon R1 (Research Preview)

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BenchING: A Benchmark for Evaluating Large Language Models in Following Structured Output Format Instruction in Text-Based Narrative Game Tasks

Pittawat Taveekitworachai, Mury F. Dewantoro, Yi Xia, Pratch Suntichaikul, Ruck Thawonmas

Journal

IEEE Transactions on Games2025

Large Language Models

Prompt Engineering

Procedural Content Generation

LLM Evaluation

Paper Code

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Extending Audio Context for Long-Form Understanding in Large Audio-Language Models

Yuatyong Chaichana, Pittawat Taveekitworachai (co-advisor), Warit Sirichotedumrong (co-advisor), Potsawee Manakul (co-advisor), Kunat Pipatanakul (co-advisor)

Preprint

arXiv2025

Large Audio Language Models

Long Context

YaRN

Partial YaRN

RoPE

Virtual Long Format

Paper

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FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning

Natapong Nitarach, Warit Sirichotedumrong, Panop Pitchayarthorn, Pittawat Taveekitworachai, Potsawee Manakul, Kunat Pipatanakul

Conference

The 10th Workshop on Financial Technology and Natural Language Processing (FinNLP - ACL SIGFin) (Oral), EMNLP 20252025

Large Language Models

Prompt Engineering

Reasoning Models

Paper

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Prior Prompt Engineering for Reinforcement Fine-Tuning

Pittawat Taveekitworachai, Potsawee Manakul, Sarana Nutanong, Kunat Pipatanakul

Conference

The Conference on Empirical Methods in Natural Language Processing (EMNLP) 2025, Main2025

Large Language Models

Prompt Engineering

Reinforcement Learning

Reinforcement Fine-Tuning

Reasoning Models

Prior Prompts

Paper

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Single Answer is Not Enough: On Generating Ranked Lists with Medical Reasoning Models

Pittawat Taveekitworachai (co-first author), Natpatchara Pongjirapat (co-first author), Krittaphas Chaisutyakorn, Piyalitt Ittichaiwong, Tossaporn Saengja (co-advisor), Kunat Pipatanakul (co-advisor)

Preprint

arXiv2025

Large Language Models

Medical AI

Reasoning Models

Paper

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Academic Services

Reviewer and service roles across conferences and journals.

Conferences

Journals

IEEE Transactions on Games (ToG)
2024 | 2025