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Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Complementary post for Project - Program: Text-to-SQL SLM (Small Language Model)

Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

Complementary post for Project - Program: Computer Vision MAT3562E

Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

Complementary post for Project - Paper: Research Methodology MAT1204

An Introduction to Automatic Knowledge Graph Construction

Brief Recap of Autonomous Knowledge Graph Construction, from traditional methodologies in NLP to LLM application

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Awesome AI Legal Domain Vietnam

Review về Literature Landscape của AI trong lĩnh vực luật pháp Việt Nam

#legal-ai

28/07/2025 47 Phút

Ontology và Topology của Luật pháp Việt Nam cho Knowledge Graph

Tìm hiểu về hệ thống pháp luật tại Việt Nam với ví dụ và nghiên cứu thực tế - thiên hướng về ứng dụng Knowledge Graph

#knowledge-graph #chatbot #legal-ai

22/07/2025 35 Phút

Drag-and-Drop LLMs: Breakthrough or Fluff in Finetuning?

A quick review of the paper: Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights - Liang et al., 2025

#paper-comprehension #lora #llm

02/07/2025 5 Min.

Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Complementary post for Project - Program: Text-to-SQL SLM (Small Language Model)

#project #slm #qlora

27/06/2025 20 Min.

Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

Complementary post for Project - Paper: Research Methodology MAT1204

#project #llm #knowledge-graph #yuk-lore

02/05/2025 20 Min.

An Introduction to Automatic Knowledge Graph Construction

Brief Recap of Autonomous Knowledge Graph Construction, from traditional methodologies in NLP to LLM application

#knowledge-graph #llm

22/03/2025 11 Min.

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Yuk (Yukano)

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Latest Updates

Released TrafficLab 3D v1.0, check it out!

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Building towards something big, 新宿区.

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Program: TrafficLab3D

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Program: Text-to-SQL SLM

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Program: Com. Vision MAT3562E

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Paper: ResearchM. MAT1204

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Website: Yuk's Personal Blog

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Ứng dụng các phương pháp học máy trong chủ đề đánh giá sức khỏe tâm lý

Báo cáo: Học máy MAT3533

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.cls-637a50fc15c5759009400660-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

.cls-637a50fc15c5759009400660-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

.cls-637647fac3a86d32eae6f204-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

.cls-637b7b44f95e86b59c579f7b-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} An Introduction to Automatic Knowledge Graph Construction

Featured

.cls-6374f8d9b67f094e4896c676-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Awesome AI Legal Domain Vietnam

.cls-637b7b44f95e86b59c579f7b-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Ontology và Topology của Luật pháp Việt Nam cho Knowledge Graph

.cls-637b7b44f95e86b59c579f7b-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Drag-and-Drop LLMs: Breakthrough or Fluff in Finetuning?

Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

.cls-637b7b44f95e86b59c579f7b-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} An Introduction to Automatic Knowledge Graph Construction

All posts? See Archive .cls-6374f8d9b67f094e4896c633-1 { fill: none; stroke: currentColor; stroke-miterlimit: 10; }

.cls-6374f8d9b67f094e4896c670-1 { fill: none; stroke: currentColor; stroke-miterlimit: 10; } Yuk (Yukano)

.cls-6376396cc3a86d32eae6f0f6-1 { fill: none; stroke: currentColor; stroke-miterlimit: 10; } Latest Updates

.cls-63763c42c3a86d32eae6f134-1 { fill: none; stroke: currentColor; stroke-miterlimit: 10; } Work in Progress

.cls-637a50fc15c5759009400660-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Program: TrafficLab3D

.cls-637a50fc15c5759009400660-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Program: Text-to-SQL SLM

.cls-637a50fc15c5759009400660-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Program: Com. Vision MAT3562E

.cls-637647fac3a86d32eae6f204-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Paper: ResearchM. MAT1204

.cls-637b8d40f95e86b59c57a314-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Website: Yuk's Personal Blog

.cls-637647fac3a86d32eae6f204-1{fill:none;stroke:currentColor;stroke-miterlimit:10;} Báo cáo: Học máy MAT3533

Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

An Introduction to Automatic Knowledge Graph Construction

Awesome AI Legal Domain Vietnam

Ontology và Topology của Luật pháp Việt Nam cho Knowledge Graph

Drag-and-Drop LLMs: Breakthrough or Fluff in Finetuning?

An Introduction to Automatic Knowledge Graph Construction

All posts? See Archive

Yuk (Yukano)

Latest Updates

Work in Progress

Program: TrafficLab3D

Program: Text-to-SQL SLM

Program: Com. Vision MAT3562E

Paper: ResearchM. MAT1204

Website: Yuk's Personal Blog

Báo cáo: Học máy MAT3533