Chaojun Wang
Chaojun Wang has 2 papers in our library, in 2020–2024, most of them on Machine translation, Language models & pretraining; often with Dongdong Zhang, Haoran Li, Haoyang Huang.
OpenAlex · ORCID · h-index 42 · 229 works · 5,987 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 149 times in our library · ⭐ Paper Stars ranking: #5786
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Machine translation · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation (2020 · 206 citations)
This paper asks whether exposure bias actually hurts neural machine translation in practice. Exposure bias is the mismatch between teacher-forced MLE training and decoding from the model's own outputs. The authors argue it helps explain two known failures under domain shift: hallucinations (fluent output unrelated to… - Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models (2024 · 65 citations)
Instruction-tuning data for LLMs is usually derived from seed prompts or existing datasets (FLAN, Self-Instruct, Evol-Instruct), so its topical range is limited by those starting points.
Co-authors here
- Dongdong Zhang
- Haoran Li
- Haoyang Huang
- Qingxiu Dong
- Rico Sennrich
- Shaohan Huang
- Xiaolong Huang
- Xin Cheng
- Xingxing Zhang
- Yuxian Gu
- Zhengyang Tang
Venues
Cited by
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