Rongxiang Weng
Rongxiang Weng has 3 papers in our library, in 2026, most of them on Language models & pretraining, Question answering; often with Jingang Wang, Xunliang Cai, Can Ren.
OpenAlex · h-index 12 · 76 works · 1,298 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 479 times in our library · ⭐ Paper Stars ranking: #11948
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text (2026 · 4 citations)
Training LLM agents for multi-turn tool use is limited by a shortage of realistic trajectories. Most existing synthesis methods start from a fixed API collection, so the data can only be as broad as that collection. The authors invert this approach. They argue that ordinary web text, such as how-to guides and… - Large-Scale Diverse Synthesis for Mid-Training (2026)
Mid-training large language models often relies on synthetic question–answer data. However, existing generators mostly reformat source text into simple, uniform QA pairs, which limits both volume and variety. The authors present BoostQA, a pipeline that first diagnoses what a pre-trained model lacks and then… - LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points (2026)
Training LLMs is increasingly limited by a shortage of diverse, high-quality data, especially across many academic disciplines.
Co-authors here
- Jingang Wang ×3
- Xunliang Cai ×3
- Can Ren ×2
- Chengying Tu ×2
- Hongfei Yan ×2
- Xuemiao Zhang ×2
- Jiahuan Li
- Rumei Li
- Xiting Wang
- Zhihao Xu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Science China Information Sciences
Cited by
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