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"Member": models, code, and papers
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Posterior Uncertainty Quantification in Neural Networks using Data Augmentation

Mar 18, 2024
Luhuan Wu, Sinead Williamson

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AI-enhanced Collective Intelligence: The State of the Art and Prospects

Mar 19, 2024
Hao Cui, Taha Yasseri

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LinkSAGE: Optimizing Job Matching Using Graph Neural Networks

Feb 20, 2024
Ping Liu, Haichao Wei, Xiaochen Hou, Jianqiang Shen, Shihai He, Kay Qianqi Shen, Zhujun Chen, Fedor Borisyuk, Daniel Hewlett, Liang Wu, Srikant Veeraraghavan, Alex Tsun, Chengming Jiang, Wenjing Zhang

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NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Feb 23, 2024
Sergei Bogdanov, Alexandre Constantin, Timothée Bernard, Benoit Crabbé, Etienne Bernard

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Learning to Retrieve for Job Matching

Feb 21, 2024
Jianqiang Shen, Yuchin Juan, Shaobo Zhang, Ping Liu, Wen Pu, Sriram Vasudevan, Qingquan Song, Fedor Borisyuk, Kay Qianqi Shen, Haichao Wei, Yunxiang Ren, Yeou S. Chiou, Sicong Kuang, Yuan Yin, Ben Zheng, Muchen Wu, Shaghayegh Gharghabi, Xiaoqing Wang, Huichao Xue, Qi Guo, Daniel Hewlett, Luke Simon, Liangjie Hong, Wenjing Zhang

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LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Feb 18, 2024
Jun Zhao, Can Zu, Hao Xu, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang

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EcoVal: An Efficient Data Valuation Framework for Machine Learning

Feb 15, 2024
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan Kankanhalli

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Do Membership Inference Attacks Work on Large Language Models?

Feb 12, 2024
Michael Duan, Anshuman Suri, Niloofar Mireshghallah, Sewon Min, Weijia Shi, Luke Zettlemoyer, Yulia Tsvetkov, Yejin Choi, David Evans, Hannaneh Hajishirzi

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Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities

Feb 13, 2024
Junjie Chu, Prashant Singh, Salman Toor

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LiRank: Industrial Large Scale Ranking Models at LinkedIn

Feb 10, 2024
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh

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