Han Shi
3 papers in the PaperMetrix corpus
Papers by this author
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A Unified and Fast Interpretable Model for Predictive Analytics
2021 · arXiv (Cornell University)
Predictive analytics aims to build machine learning models to predict behavior patterns and use predictions to guide decision-making. Predictive analytics is human involved, thus the machine learning model is preferred to be interpretable. In literature, …
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TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit
2024 · arXiv (Cornell University)
Person-job fit is an essential part of online recruitment platforms in serving various downstream applications like Job Search and Candidate Recommendation. Recently, pretrained large language models have further enhanced the effectiveness by leveraging richer textual …
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Logits-Based Finetuning
2025
In recent years, developing compact and efficient large language models (LLMs) has emerged as a thriving area of research.Traditional Supervised Fine-Tuning (SFT), which relies on singular ground truth labels, often fails to capture token-level dependencies …