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When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning


Jan 25, 2023
Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun

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MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction


Nov 14, 2022
Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

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* Accepted at EMNLP 2022. Camera-ready version 

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Exploring Mode Connectivity for Pre-trained Language Models


Oct 25, 2022
Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

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* EMNLP 2022, main conference 

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Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning


Oct 24, 2022
Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

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* Findings of EMNLP 2022 

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ROSE: Robust Selective Fine-tuning for Pre-trained Language Models


Oct 18, 2022
Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang

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* Accepted to EMNLP 2022. Code is available at https://github.com/jiangllan/ROSE 

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Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension


Oct 12, 2022
Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li

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From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models


Oct 11, 2022
Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun

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* EMNLP 2022 (Findings), an improved version of arXiv:2112.07327. Code will be available at https://github.com/lancopku/MUKI 

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Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models


Sep 20, 2022
Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou

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* Accepted to COLING 2022 

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Manual-Guided Dialogue for Flexible Conversational Agents


Aug 16, 2022
Ryuichi Takanobu, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Minlie Huang

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CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation


Apr 02, 2022
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang

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* Accepted by ACL 2022 (Main Conference) 

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