Xinya Du
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Text Analysis Techniques, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Learning to Ask: Neural Question Generation for Reading Comprehension(2017)638 cited
- → Event Extraction by Answering (Almost) Natural Questions(2020)388 cited
- → Harvesting Paragraph-level Question-Answer Pairs from Wikipedia(2018)169 cited
- → Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding(2020)101 cited
- → Identifying Where to Focus in Reading Comprehension for Neural Question Generation(2017)100 cited
- → GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction(2021)69 cited
- → Few-shot Intent Classification and Slot Filling with Retrieved Examples(2021)49 cited
- → Be Consistent! Improving Procedural Text Comprehension using Label Consistency(2019)29 cited
- → Template Filling with Generative Transformers(2021)27 cited