Cover Image

OpenSeal: Good, Fast, and Cheap Construction of an Open-Source Southeast Asian LLM via Parallel Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Tan Sang, Qorib, Muhammad Reza, Ng, Hwee Tou
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models
by: Qorib, Muhammad Reza, et al.
Published: (2025)

Parametric Knowledge is Not All You Need: Toward Honest Large Language Models via Retrieval of Pretraining Data
by: Kusuma, Christopher Adrian, et al.
Published: (2026)

Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance
by: Qorib, Muhammad Reza, et al.
Published: (2024)

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
by: Qorib, Muhammad Reza, et al.
Published: (2024)

Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
by: Li, Junyi, et al.
Published: (2025)

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning
by: Tan, Qingyu, et al.
Published: (2023)

SlideTailor: Personalized Presentation Slide Generation for Scientific Papers
by: Zeng, Wenzheng, et al.
Published: (2025)

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling
by: Li, Junyi, et al.
Published: (2024)

Preference-Guided Reflective Sampling for Aligning Language Models
by: Ye, Hai, et al.
Published: (2024)

Self-Judge: Selective Instruction Following with Alignment Self-Evaluation
by: Ye, Hai, et al.
Published: (2024)

Game of Thought: Robust Information Seeking with Large Language Models Using Game Theory
by: Cui, Langyuan, et al.
Published: (2026)

FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection
by: Ouyang, Mingyu, et al.
Published: (2026)

Factorized Learning for Temporally Grounded Video-Language Models
by: Zeng, Wenzheng, et al.
Published: (2025)

Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification
by: Cruickshank, Iain J., et al.
Published: (2023)

IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning Evaluation
by: Tran, Khanh-Tung, et al.
Published: (2025)

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration
by: Ye, Hai, et al.
Published: (2024)

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data
by: Du, Yuwen, et al.
Published: (2026)

ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical Normalization
by: Nguyen, Anh Thi-Hoang, et al.
Published: (2025)

SEALGuard: Safeguarding the Multilingual Conversations in Southeast Asian Languages for LLM Software Systems
by: Shan, Wenliang, et al.
Published: (2025)

MiniLingua: A Small Open-Source LLM for European Languages
by: Aksenova, Anna, et al.
Published: (2025)

An Open Source Data Contamination Report for Large Language Models
by: Li, Yucheng, et al.
Published: (2023)

F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data
by: Zhang, Ziyin, et al.
Published: (2025)

Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
by: Xiao, Yao, et al.
Published: (2025)

Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks
by: Warner, Benjamin, et al.
Published: (2026)

The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition
by: Tan, Yuwen, et al.
Published: (2025)

SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages
by: Kautsar, Muhammad Dehan Al, et al.
Published: (2025)

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
by: Toshniwal, Shubham, et al.
Published: (2024)

Edu-ConvoKit: An Open-Source Library for Education Conversation Data
by: Wang, Rose E., et al.
Published: (2024)

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
by: Wang, Jun, et al.
Published: (2024)

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation
by: Lage, Lucas Fonseca, et al.
Published: (2025)

LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
by: Krishnamoorthy, Saranya, et al.
Published: (2024)

Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language Models
by: Zhao, Lulu, et al.
Published: (2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
by: DeepSeek-AI, et al.
Published: (2024)

Is Open Source the Future of AI? A Data-Driven Approach
by: Vake, Domen, et al.
Published: (2025)

Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs
by: Golde, Jonas, et al.
Published: (2023)

Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM
by: Gu, Qingshui, et al.
Published: (2025)

VITA: Towards Open-Source Interactive Omni Multimodal LLM
by: Fu, Chaoyou, et al.
Published: (2024)

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
by: Pham, Hoang, et al.
Published: (2025)

SEA-HELM: Southeast Asian Holistic Evaluation of Language Models
by: Susanto, Yosephine, et al.
Published: (2025)

Orchard: An Open-Source Agentic Modeling Framework
by: Peng, Baolin, et al.
Published: (2026)