Han Zhou
Han Zhou
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Large Language Models
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators.
Yinhong Liu
,
Han Zhou
,
Zhijiang Guo
,
Ehsan Shareghi
,
Ivan Vulić
,
Anna Korhonen
,
Nigel Collier
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
Han Zhou
,
Xingchen Wan
,
Yinhong Liu
,
Nigel Collier
,
Ivan Vulić
,
Anna Korhonen
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
Mitigating prompt biases and unifying existing calibration approaches without labeled data.
Han Zhou
,
Xingchen Wan
,
Lev Proleev
,
Diana Mincu
,
Jilin Chen
,
Katherine Heller
,
Subhrajit Roy
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
Automatic discovery of families of high-performing PEFT configurations.
Han Zhou
,
Xingchen Wan
,
Ivan Vulić
,
Anna Korhonen
Can Large Language Models Achieve Calibration with In-Context Learning?
Can Large Language Models Achieve Calibration with In-Context Learning?
Chengzu Li
,
Han Zhou
,
Goran Glavaš
,
Anna Korhonen
,
Ivan Vulić
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
Efficient prompt optimization via influential search space pruning.
Han Zhou
,
Xingchen Wan
,
Ivan Vulić
,
Anna Korhonen
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems
Songbo Hu
,
Han Zhou
,
Zhangdie Yuan
,
Milan Gritta
,
Guchun Zhang
,
Ignacio Iacobacci
,
Anna Korhonen
,
Ivan Vulić
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