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Generative Calibration for In-context Learning 会议论文
, Singapore, 2023-10-6
Authors:  Zhongtao Jiang;  Yuanzhe Zhang;  Cao Liu;  Jun Zhao;  Kang Liu
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Interpreting Sentiment Composition with Latent Semantic Tree 会议论文
, Toronto, Canada, 2023-7-9
Authors:  Zhongtao Jiang;  Yuanzhe Zhang;  Cao Liu;  Jiansong Chen;  Jun Zhao;  Kang Liu
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Alignment Rationale for Natural Language Inference 会议论文
, Online, 2021-8-1
Authors:  Zhongtao Jiang;  Yuanzhe Zhang;  Zhao Yang;  Jun Zhao;  Kang Liu
Adobe PDF(1280Kb)  |  Favorite  |  View/Download:41/14  |  Submit date:2024/06/06
Can We Really Trust Explanations? Evaluating the Stability of Feature Attribution Explanation Methods via Adversarial Attack 会议论文
, Nanchang, 2022-10
Authors:  Zhao Yang;  Yuanzhe Zhang;  Zhongtao Jiang;  Yiming Ju
Adobe PDF(355Kb)  |  Favorite  |  View/Download:20/11  |  Submit date:2024/05/30
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process 会议论文
, Singapore, 2023-12
Authors:  Zhao Yang;  Yuanzhe Zhang;  Dianbo Sui;  Cao Liu;  Jun Zhao;  Kang Liu
Adobe PDF(592Kb)  |  Favorite  |  View/Download:56/23  |  Submit date:2024/05/30
Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2024, 卷号: 23, 期号: 2, 页码: 1-19
Authors:  Zhao Yang;  Yuanzhe Zhang;  Dianbo Sui;  Yiming Ju;  Jun Zhao;  Kang Liu
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Explanation  knowledge distillation  model compression  
Information bottleneck based knowledge selection for commonsense reasoning 期刊论文
Information Sciences, 2024, 卷号: 660, 页码: 120134
Authors:  Zhao Yang;  Yuanzhe Zhang;  Pengfei Cao;  Cao Liu;  Jiansong Chen;  Jun Zhao;  Kang Liu
Adobe PDF(1069Kb)  |  Favorite  |  View/Download:50/16  |  Submit date:2024/05/30
Commonsense reasoning  Knowledge selection  Information bottleneck  KG-augmented model  
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers 会议论文
, Gyeongju, Republic of Korea, October 12-17, 2022
Authors:  Ju YM(鞠一鸣);  Wang WK(王唯康);  Zhang YZ(张元哲);  Zheng SC(郑孙聪);  Liu K(刘康);  Zhao J(赵军)
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Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations 会议论文
, Barceló Bávaro Convention Centre, Punta Cana, Dominican Republic, 7th – 11th November 2021
Authors:  Ju YM(鞠一鸣);  Zhang YZ(张元哲);  Tian ZX(田志兴);  Liu K(刘康);  Zhao J(赵军)
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Logic Traps in Evaluating Attribution Scores 会议论文
, Dublin, 22nd - 27th May 2022
Authors:  Ju YM(鞠一鸣);  Zhang YZ(张元哲);  Yang C(杨朝);  Jiang ZT(江忠涛);  Liu K(刘康);  Zhao J(赵军)
Adobe PDF(1073Kb)  |  Favorite  |  View/Download:156/56  |  Submit date:2023/06/29