Scholar
Boyan Xu
Google Scholar ID: AMUlDdEAAAAJ
Guangdong University of Technology
Citations & Impact
Citations
345
H-index
8
i10-index
8
Publications
20
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- 2025: Paper 'GenLink' accepted by EMNLP 2025 Main Conference
- 2025: Three supervised papers accepted by NAACL 2025
- 2025: Project 'Chat2DB' accepted to ICDE 2025 Demo Track
- 2024: Two supervised papers accepted by COLING 2025
- 2024: Supervised paper 'S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis' accepted by ACL 2024 Main Conference
- Published multiple papers at NAACL 2025 and COLING 2025 on zero-shot NER, multi-turn Text-to-SQL, aspect sentiment quad prediction, and event causality identification
- Proposed IRRA framework, achieving state-of-the-art performance in zero-shot cross-domain Named Entity Recognition
- Proposed Track-SQL framework, improving execution accuracy by 7.1% on SparC and 9.55% on CoSQL
- Proposed S²IT framework, progressively integrating syntactic knowledge into LLMs to enhance aspect sentiment quad prediction
Background
- Researcher at Guangdong University of Technology, affiliated with the Data Mining & Information Retrieval Laboratory
- Conducting research under the supervision of Prof. Ruichu Cai
- Research focuses on Text-to-SQL, Large Language Models (LLMs), and Sentiment Analysis
- Aims to bridge the gap between natural language processing and database management to enhance human-computer interaction
- Open to collaboration with motivated students and industry partners on Text-to-SQL agents, causal LLMs, and Aspect-Based Sentiment Analysis (ABSA)
