Han Zhou
Han Zhou
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Type
Conference paper
Journal article
Preprint
Date
2023
Han Zhou
,
Xingchen Wan
,
Lev Proleev
,
Diana Mincu
,
Jilin Chen
,
Katherine Heller
,
Subhrajit Roy
(2023).
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
. Advances in Neural Information Processing Systems (NeurIPS 2023 R0-FoMo).
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Blog (Google AI)
Han Zhou
,
Xingchen Wan
,
Ivan Vulić
,
Anna Korhonen
(2023).
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
. Findings of the Association for Computational Linguistics (EMNLP).
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Code
Songbo Hu
,
Han Zhou
,
Zhangdie Yuan
,
Milan Gritta
,
Guchun Zhang
,
Ignacio Iacobacci
,
Anna Korhonen
,
Ivan Vulić
(2023).
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems
. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP).
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Songbo Hu
,
Han Zhou
,
Mete Hergul
,
Milan Gritta
,
Guchun Zhang
,
Ignacio Iacobacci
,
Ivan Vulić
,
Anna Korhonen
(2023).
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
. Transactions of the Association for Computational Linguistics (TACL).
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Dataset
Han Zhou
,
Xingchen Wan
,
Ivan Vulić
,
Anna Korhonen
(2023).
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
.
arXiv:2301.12132
.
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Code
Qingcheng Zeng
,
Lucas Garay
,
Peilin Zhou
,
Dading Chong
,
Yining Hua
,
Jiageng Wu
,
Yikang Pan
,
Han Zhou
,
Rob Voigt
,
Jie Yang
(2023).
GreenPLM: Cross-Lingual Transfer of Monolingual Large Language Models at Almost No Cost
. The 32nd International Joint Conference on Artificial Intelligence (IJCAI).
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Han Zhou
,
Ignacio Iacobacci
,
Pasquale Minervini
(2023).
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking
. Findings of the Association for Computational Linguistics (EACL).
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