Zobrazeno 1 - 10
of 71
pro vyhledávání: '"Shao, Liqun"'
Publikováno v:
Ziyuan Kexue, Vol 46, Iss 8, Pp 1460-1477 (2024)
[Objective] Collaborative governance is increasingly important in coping with complex grassland resource and environmental problems under dynamic changes, but the effectiveness of governance also depends partly on the fit between the governing and go
Externí odkaz:
https://doaj.org/article/09347ef2e6a8459094c5814707d05066
Publikováno v:
In Journal of Rural Studies April 2024 107
Publikováno v:
In Renewable Energy February 2024 221
Autor:
Sharma, Pulkit, Mirzan, Shezan Rohinton, Bhandari, Apurva, Pimpley, Anish, Eswaran, Abhiram, Srinivasan, Soundar, Shao, Liqun
Understanding predictions made by Machine Learning models is critical in many applications. In this work, we investigate the performance of two methods for explaining tree-based models- Tree Interpreter (TI) and SHapley Additive exPlanations TreeExpl
Externí odkaz:
http://arxiv.org/abs/2010.06734
Autor:
Shao, Liqun, Mantravadi, Sahitya, Manzini, Tom, Buendia, Alejandro, Knoertzer, Manon, Srinivasan, Soundar, Quirk, Chris
In this paper, we detail novel strategies for interpolating personalized language models and methods to handle out-of-vocabulary (OOV) tokens to improve personalized language models. Using publicly available data from Reddit, we demonstrate improveme
Externí odkaz:
http://arxiv.org/abs/2006.05469
Autor:
Shao, Liqun, Zhu, Yiwen, Eswaran, Abhiram, Lieber, Kristin, Mahajan, Janhavi, Thigpen, Minsoo, Darbha, Sudhir, Liu, Siqi, Krishnan, Subru, Srinivasan, Soundar, Curino, Carlo, Karanasos, Konstantinos
Microsoft's internal big data analytics platform is comprised of hundreds of thousands of machines, serving over half a million jobs daily, from thousands of users. The majority of these jobs are recurring and are crucial for the company's operation.
Externí odkaz:
http://arxiv.org/abs/1908.09048
How to efficiently generate an accurate, well-structured overview report (ORPT) over thousands of related documents is challenging. A well-structured ORPT consists of sections of multiple levels (e.g., sections and subsections). None of the existing
Externí odkaz:
http://arxiv.org/abs/1908.06216
Publikováno v:
In Journal of Rural Studies August 2022 94:326-335
Understanding herdsmen's rangeland rent-in behaviour under current rural land tenure system of China
Publikováno v:
In Ecological Economics June 2022 196
Autor:
Shao, Liqun, Wang, Jie
We study automatic title generation for a given block of text and present a method called DTATG to generate titles. DTATG first extracts a small number of central sentences that convey the main meanings of the text and are in a suitable structure for
Externí odkaz:
http://arxiv.org/abs/1710.00286