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September 2026

Qu Yijia 曲 奕嘉 M.Thesis: Transforming English Math Word Problems into Japanese Observing Cultural Differences and Grade Skills, September 2026.
Zeng Shihan 曾 詩涵 M.Thesis: Dynamic User Profiling for Book Recommendation Systems via Large Language Models, September 2026.
Tu Duo 塗 多 M.Thesis: EFC-SMT: A Neuro-Symbolic Framework for Verifying Logical Inconsistencies in Fake News, September 2026.
Ma Xiaolong 馬 暁龍 M.Thesis: Mathematical Misconception Mining via Agentic Data Augmentation and Generative Reranking, September 2026.
Yang Guowei 陽 國威 M.Thesis: LAPM: Lightweight Alignment Projection Modules for Dimensionality Reduction in Multimodal Retrieval, September 2026.
Yan Ranyudi 顔 冉羽笛 M.Thesis: Automatic Essay Evaluation via Rubric-to-Checklist Generation with LLMs, September 2026.
Li Zhe 李 哲 M.Thesis: Self-iterative Self-Fact Guided Conflict Detection and Verification for Robust Question Answering under Noisy Context, September 2026.

March 2026

Ying Jiaxuan 応 嘉譞 M.Thesis: A Multi-Layered Agentic Memory Architecture: Integrating Dynamic Memory Evolution via Prompt Engineering, March 2026.
Tao Hongjie 陶 泓潔 M.Thesis: Game Review Recommendation via Personalized Sentiment-Aware Graphs with Lightweight LLM-Guided Text-Enhanced GCN, March 2026.
Zhang Chaofan 張 超凡 M.Thesis: Improving Question Answering via Knowledge Graph Retrieval with Ontology Information, March 2026.

October 2025

Xiong Zhipeng 熊 志鵬 M.Thesis: Situational Immersion Method for Commonsense Question Answering: Enhancing Chain-of-Thought via Situation Understanding, October 2025.
Shi Zifeng 石 紫鋒 M.Thesis: LightVideoRAG: Low-Resource Long Video Retrieval via Adaptive Sampling and Multimodal Embedding, October 2025.
Chen Lanyu 陳 藍玉 M.Thesis: Generating Math Word Problems from Arithmetic Equation and its Validation Method, October 2025.
Chen Chen 陳 晨 M.Thesis: Mapping Wikipedia Categories and Lists to Fine-grained and Union Classes of DBpedia - Multiple-LLM Approach , October 2025
Peng Ziming 彭 子銘 M.Thesis: Multi-Label Few-Shot Aspect Category Detection Utilizing Embeddings from Large Language Models, October 2025
Li Xueyi 李 雪怡 M.Thesis: Sequential Recommendation Enhanced by LLM-Based Historical Summarization, October 2025
Li Dan 李 丹 M.Thesis: Dimension Reduction of LLM Embeddings for Keyphrase Generation, October 2025

March 2025

Zhang Ying 张 颖 M.Thesis: Table Annotation Utilizing Large Language Model and Knowledge Graph, February 2025
Wang Weixi 王 韡熙 M.Thesis: RAG Pipeline for Ontology-guided LLM-based Knowledge Graph Extraction, February 2025
Shan Kexiang 単 柯翔 M.Thesis: Mapping Wikipedia Categories and Lists to DBpedia Classes by Utilizing LLMs and Hierarchy Information, February 2025
Shin Dongha 申 東夏 M.Thesis: Semi-Automatic Generation of Math Word Problems for Finding Reasoning Errors in Large Language Models, February 2025

October 2024

Xu Zhewei 徐 哲煒 D.Thesis :Weakly Supervised Document Classification Leveraging Semantic Information in Pretrained Language Models, October 2024

September 2024

Li Jiahao 李 嘉豪 M.Thesis:Enhancing Encoder-Decoder Models for Extreme Multi-Label Classification with Splitting Label Words, July 2024
Zou Donglin 鄒 東麟 M.Thesis: Mapping Wikipedia Categories and Lists to DBpedia Ontology with Large Language Models, July 2024
Hu Guangjing 胡 广靖 M.Thesis: Enhancing Emotion Classification through LLaMa3 based LoRA-in-Mixture-of-Experts model, July 2024
Wang Yifei 王 芸霏 M.Thesis: Evaluating Performance of Large Language Models for Aspect-Based Sentiment Analysis, July 2024
Zhang Yixin 張 亦昕 M.Thesis: Finetuning Large Language Models for Keyphrase Generation under Supervised and Unsupervised Scenarios, July 2024
Chen Ke 陳 可 M.Thesis: SumLTX-AO : Aspect-Based Summarization on Long Documents, July 2024

March 2024

Zhu Guangyao 朱 光耀 M.Thesis: Authorship Verification Based on Dense Document Representation and Capsule Network, February 2024
Zhou Xiongtao 周 雄濤 M.Thesis: A Study on Explainability of Large Language Models over Sentiment Analysis Thorough Instabilities on Prompting Texts, February 2024
Xiao Yu 肖 雨 M.Thesis:Enhancing Emotion Classification on GoEmotions Dataset through Data Augmentation with Large Language Model, February 2024
Zhao Yanan 赵 雅楠 M.Thesis: Empowering Zero-Shot Extreme Multi-Label Text Classification via Weighted Contrastive Learning and Semantic Label Augmentation, February 2024

September 2023

Chen Bin 陳 斌 M.Thesis: Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shuffling, July 2023
Wang Zhaoyi 王 昭懿 M.Thesis: SLHCat: Mapping Wikipedia Categories and Lists to DBPedia by Leveraging Semantic, Lexical, and Hierarchical Features, July 2023
Liu Yuxuan 劉 宇軒 M.Thesis: Composite Retriever with Indirect Linker for Hybrid Open Domain Question Answering, July 2023
Dai Xiangting 代 相廷 M.Thesis: LG-XMC: Semantic-Guided Label Generation and Negative Sampling for Extreme Multi-Label Classification using Generative Models, July 2023
Chen Weichao 陳 偉超 M.Thesis: Efficient Summarization of Long Documents Using Hybrid Extractive-Abstractive Method, July 2023
Shen Shuyang 沈 書楊 M.Thesis: Fine-grained Column Type Annotation Using Multiple Knowledge Graphs, July 2023
Yang Rui 楊 瑞 M.Thesis: Detection of Emotion-Related Passages in GoEmotions Dataset for Fine-Grained Emotions, July 2023
Wang Luyao 王 璐瑶 M.Thesis: Soft and Hard Prompting for Document Classification with Only Label Names, July 2023
Yue Yanghongbo 岳 楊鴻博 M.Thesis: Authorship attribution analysis and POS sensitivity analysis based on improved multi-layer capsule network and pre-trained model, July 2023

March 2023

Wang Zeyu M.Thesis: Few-Shot Multi-Label Aspect Category Detection Utilizing Prototypical Network with Sentence-Level Weighting and Label Augmentation
Zhang Zhenyang 張 鎮洋 M.Thesis: Mapping Wikipedia Categories and Lists to DBPedia Ontology Based on Structural and Semantic Features
Li Jiaxin 李 佳欣 M.Thesis:Answer Prediction for Commonsense Multiple-Choice Questions by Utilizing Pretrained Language Model, Knowledge Graph and Additional Information