Shiqi Chen
Shiqi Chen has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Junxian He, I-Chun Chern, Jinghan Zhang.
OpenAlex · ORCID · h-index 7 · 26 works · 129 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 214 times in our library · ⭐ Paper Stars ranking: #5898
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksSocial Sciences · 2 worksSociology and Political Science · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- FacTool: Factuality Detection in Generative AI — A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios (2023 · 160 citations)
Large language models such as ChatGPT write fluent long-form answers that may contain factual errors. Classic fact-checking setups rarely fit this case. They usually assume that the claim to check, or the evidence for it, is already given. LLM outputs instead come without either, and they are long, with no clear unit… - FELM: Benchmarking Factuality Evaluation of Large Language Models (2023 · 99 citations)
Detecting factual errors in LLM output is important, but the tools that do this detection also need to be measured. - How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective (2026)
Multilingual LLMs perform poorly in low-resource languages. The authors argue the main gap is not token volume but how little world knowledge the available text contains. They trained 1.1B TinyLlama models from scratch on noisy MADLAD-400 web data in six languages, all with the same token budget. Scores on simpler…
Co-authors here
- Junxian He ×3
- I-Chun Chern ×2
- Jinghan Zhang ×2
- Pengfei Liu ×2
- Chang Ma
- Chunting Zhou
- Graham Neubig
- Kehua Feng
- Longxu Dou
- Qian Liu
- Steffi Chern
- Tongyao Zhu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
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