Han Zhou
Han Zhou has 3 papers in our library, in 2023–2024, most of them on Language models & pretraining, Dialogue systems, Multilingual & cross-lingual NLP; often with Anna Korhonen, Ivan Vulic, Ehsan Shareghi.
OpenAlex · ORCID · h-index 11 · 70 works · 862 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 101 times in our library · ⭐ Paper Stars ranking: #7267
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 worksLanguage and Linguistics · 3 worksInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workDialogue systems · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (2024 · 76 citations)
LLMs are increasingly used as cheap, reference-free judges of generated text, but their ratings often diverge from human assessments. - AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (2024 · 46 citations)
Parameter-efficient fine-tuning (PEFT) adapts large pretrained language models by training only a small fraction of weights. - Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems (2023 · 17 citations)
Multilingual task-oriented dialog (TOD) systems need data that is hard to obtain. Existing multilingual TOD datasets are usually built by translating English data, which brings in "translationese" and inflates scores. Many are also small, ignore local culture, lack parallel dialogs across languages, or cover only…
Co-authors here
- Anna Korhonen ×3
- Ivan Vulic ×3
- Ehsan Shareghi
- Guchun Zhang
- Ignacio Iacobacci
- Milan Gritta
- Nigel Collier
- Xingchen Wan
- Zhijiang Guo
Venues
- Transactions of the Association for Computational Linguistics (TACL) ×2: Transactions of the Association for Computational Linguistics (TACL) 2024, Transactions of the Association for Computational Linguistics (TACL) 2023
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