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Xiaoyang Wang

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SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs

Feb 15, 2024
Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu

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FedCore: Straggler-Free Federated Learning with Distributed Coresets

Jan 31, 2024
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt

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SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization

Jan 31, 2024
Sangwoo Cho, Kaiqiang Song, Chao Zhao, Xiaoyang Wang, Dong Yu

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SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation

Jan 22, 2024
Xinqiao Zhao, Feilong Tang, Xiaoyang Wang, Jimin Xiao

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InFoBench: Evaluating Instruction Following Ability in Large Language Models

Jan 07, 2024
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu

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Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention

Dec 14, 2023
Kaiqiang Song, Xiaoyang Wang, Sangwoo Cho, Xiaoman Pan, Dong Yu

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MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning

Nov 15, 2023
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu

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From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning

Sep 30, 2023
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu

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Unsupervised Multi-document Summarization with Holistic Inference

Sep 08, 2023
Haopeng Zhang, Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang, Jiawei Zhang, Dong Yu

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Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models

Aug 14, 2023
Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen

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