Li Xiao
Li Xiao has 2 papers in our library, in 2018–2025, most of them on Language models & pretraining, Question answering, Reasoning; often with Guoping Hu, Qi Qi, Shijin Wang.
OpenAlex · ORCID · h-index 18 · 127 works · 1,007 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 134 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5946
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksDevelopmental and Educational Psychology · 1 workPsychology · 1 work
🧭 Topics 4Research subjects and languages the work is about.Question answering · 1 workEfficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
2010s
Papers
- A Span-Extraction Dataset for Chinese Machine Reading Comprehension (2018 · 160 citations)
Most machine reading comprehension (MRC) benchmarks are in English, so it is unclear whether models that beat humans on SQuAD perform as well in other languages. - QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models (2025 · 13 citations)
QCRD addresses a gap in chain-of-thought distillation. Earlier approaches such as Distilling Step-by-Step (DSS) treat a single teacher-generated rationale as ground truth. This means teacher mistakes are passed to the student, and incorrect reasoning is never used as a learning signal. QCRD keeps the DSS multi-task…
All works
- A Span-Extraction Dataset for Chinese Machine Reading ComprehensionarXiv:1810.07366 · EMNLP 2019 5886-5891Yiming Cui, Ting Liu, Wanxiang Che, et al.2018 · 160 citations
- Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRui Mao, Xiao Li2021 · 103 citations
- DGST: a Dual-Generator Network for Text Style Transfer ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXiao Li et al.2020 · 38 citations
- QCRD: Quality-guided Contrastive Rationale Distillation for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Wang, Zhaowei Li, Qi Xu, et al.2025 · 13 citations
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ×2: EMNLP 2025
- Proceedings of the AAAI Conference on Artificial Intelligence
Cited by
Updated
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