Jianxin Liao
Jianxin Liao has 2 papers in our library, in 2026, most of them on Language models & pretraining, Low-resource languages; often with Haifeng Sun, Jingyu Wang, Cong Liu.
OpenAlex · ORCID · Wikidata · h-index 31 · 438 works · 4,607 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 64 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #11553
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 2Research subjects and languages the work is about.Language models & pretraining · 2 worksLow-resource languages · 1 work
Works by year
2020s
Papers
- Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models (2026 · 1 citation)
The paper tackles a weakness in LLM machine unlearning: current techniques tend to suppress only the literal wording of the data to be forgotten. - 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
- Question-Driven Span Labeling Model for Aspect–Opinion Pair Extraction ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLei Gao et al.2021 · 80 citations
- Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Huazheng Wang, Yongcheng Jing, Haifeng Sun, et al.2026 · 1 citation
- 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
- Haifeng Sun ×2
- Jingyu Wang ×2
- Cong Liu
- Dacheng Tao
- Huazheng Wang
- Jiaxing Liu
- Qi Qi
- Yingjie Wang
- Yongcheng Jing
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026
- 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 AAAI Conference on Artificial Intelligence
Cited by
Updated
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