Zhen Li
Zhen Li has 2 papers in our library, in 2021–2024, most of them on Language models & pretraining, Text generation, Evaluation & benchmarks; often with Can Xu, Chongyang Tao, Hieu Pham.
OpenAlex · ORCID · h-index 3 · 5 works · 46 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 490 times in our library · ⭐ Paper Stars ranking: #1719
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Vision & language · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workText generation · 1 work
Works by year
2020s
Papers
- Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision (2021 · 1,615 citations)
The paper asks whether visual and vision-language representations can be learned the way NLP models learn from raw web text, without expensive curation or labels. - Leveraging Large Language Models for NLG Evaluation: Advances and Challenges (2024 · 63 citations)
Automatic metrics for natural language generation have serious limits. N-gram overlap scores such as BLEU and ROUGE mostly capture surface differences. Embedding-based metrics often agree poorly with human ratings and explain little about their scores. This EMNLP 2024 survey reviews the fast-growing use of LLMs as…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- International Conference on Machine Learning (ICML): ICML 2021
Cited by
Updated
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