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publications
Scientific document processing: challenges for modern learning methods
Published in International Journal on Digital Libraries, 2023
A survey of modern neural network learning methods for scholarly document processing, addressing discourse structure, interconnectivity, and multimodal nature of scientific publications
Recommended citation: Kashyap, Abhinav Ramesh, Yajing Yang, and Min-Yen Kan. (2023). "Scientific document processing: challenges for modern learning methods." International Journal on Digital Libraries. 24, 283–309.
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DataTales: A Benchmark for Real-World Intelligent Data Narration
Published in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
A benchmark for real-world intelligent data narration using financial reports and market data
Recommended citation: Yang, Yajing, Qian Liu, and Min-Yen Kan. (2024). "DataTales: A Benchmark for Real-World Intelligent Data Narration." Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA.
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KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration
Published in Findings of the Association for Computational Linguistics: EMNLP 2025, 2025
A knowledge-augmented hierarchical framework for financial data narration that leverages LLMs as domain experts
Recommended citation: Yang, Yajing, Tony Deng, and Min-Yen Kan. (2025). "KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration." Findings of the Association for Computational Linguistics: EMNLP 2025. Suzhou, China.
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talks
From Data to Insights: LLMs for Financial Narration
Published:
Date/Time: Wednesday, 19 November 2025, 5:00-6:00pm
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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