Qi Qi
Qi Qi has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Low-resource languages, Reasoning; often with Cong Liu, Haifeng Sun, Jianxin Liao.
OpenAlex · ORCID · Wikidata · h-index 31 · 361 works · 4,470 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 58 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #9635
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksEfficient models & compression · 1 workReasoning · 1 workLow-resource languages · 1 work
Works by year
2020s
Papers
- 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… - ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings (2026)
Running large language models on modest hardware is costly. Current customization routes either compress and fine-tune separately for every target task, which is expensive, or tune once on general data, which tends to hurt task-level quality through interference and forgetting. ModularMoE addresses this by turning an…
All works
- Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetChunning Du et al.2020 · 203 citations
- Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetChunning Du et al.2019 · 94 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
- ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource SettingsFindings of the Association for Computational LinguisticsJiaxing Liu, Qi Qi, Haifeng Sun, et al.2026
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
- Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Cited by
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