Hongliang Li
Hongliang Li has 2 papers in our library, in 2026, most of them on Multilingual & cross-lingual NLP, Information retrieval & search; often with Fengran Mo, Jian-Yun Nie, Jinan Xu.
OpenAlex · h-index 1 · 3 works · 13 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #11822
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 2 worksInformation retrieval & search · 1 work
Works by year
2020s
Papers
- Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation (2026 · 5 citations)
The paper addresses two problems in multilingual retrieval-augmented generation (MRAG). The first is knowledge bias: an LLM answers the same question differently depending on its language. The second is knowledge conflict: passages retrieved from collections in many languages contradict each other. The authors… - Group-Merger: A LoRA-based Framework for Multilingual Continual Learning (2026)
The paper addresses multilingual continual learning (MCL). In this setting, a language model receives new language-specific tasks one after another. It must learn them without forgetting earlier ones and without replaying old data. Assigning a separate LoRA module to each task prevents forgetting, but the number of…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Workshop on Multilinguality in the Era of Large Language Models: Workshop on Multilinguality in the Era of Large Language Models 2026
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