Tianjian Li
Tianjian Li has 2 papers in our library, in 2025, most of them on Multilingual & cross-lingual NLP, Code & programming languages; often with Daniel Khashabi, David R. Mortensen, David Yarowsky.
OpenAlex · h-index 2 · 14 works · 13 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 20 times in our library · ⭐ Paper Stars ranking: #8830
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.Code & programming languages · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Benchmarking Language Model Creativity: A Case Study on Code Generation (2025 · 17 citations)
Most studies of LLM creativity focus on open-ended tasks such as story writing. This leaves open how creative models are when they solve problems. Two things have been missing: a way to push models beyond repetitive outputs, and a grounded, quantitative metric. Drawing on cognitive science, the authors treat… - The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure (2025 · 7 citations)
LLMs often generate poorly in mid- and low-resource languages, but the reasons are unclear. The authors argue that generation inside the model runs as an implicit two-stage process. Middle layers first work out the answer concept in a way largely independent of the target language. Final layers then render that…
Co-authors here
- Daniel Khashabi ×2
- David R. Mortensen
- David Yarowsky
- Dongwei Jiang
- Hale Sirin
- Kenton Murray
- Meng Jiang
- Niyati Bafna
- Sanjeev Khudanpur
- Yining Lu
Venues
- International Joint Conference on Natural Language Processing (IJCNLP): IJCNLP 2025
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
Cited by
Updated
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