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Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training



Yifan Gao , Qingyu Yin , Zheng Li , Rui Meng , Tong Zhao , Bing Yin , Irwin King , Michael R. Lyu

* NAACL 2022 (Findings) 

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Understanding and Mitigating the Uncertainty in Zero-Shot Translation



Wenxuan Wang , Wenxiang Jiao , Shuo Wang , Zhaopeng Tu , Michael R. Lyu

* work in progress 

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AEON: A Method for Automatic Evaluation of NLP Test Cases



Jen-tse Huang , Jianping Zhang , Wenxuan Wang , Pinjia He , Yuxin Su , Michael R. Lyu

* 13 pages. Accepted to ISSTA 2022 

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Text Revision by On-the-Fly Representation Optimization



Jingjing Li , Zichao Li , Tao Ge , Irwin King , Michael R. Lyu

* AAAI 2022 

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Improving Adversarial Transferability via Neuron Attribution-Based Attacks



Jianping Zhang , Weibin Wu , Jen-tse Huang , Yizhan Huang , Wenxuan Wang , Yuxin Su , Michael R. Lyu

* CVPR 2022 

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Accelerating Code Search with Deep Hashing and Code Classification



Wenchao Gu , Yanlin Wang , Lun Du , Hongyu Zhang , Shi Han , Dongmei Zhang , Michael R. Lyu

* Accepted to 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) 

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FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows



Jianqiao Zhao , Yanyang Li , Wanyu Du , Yangfeng Ji , Dong Yu , Michael R. Lyu , Liwei Wang


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Towards Efficient Post-training Quantization of Pre-trained Language Models



Haoli Bai , Lu Hou , Lifeng Shang , Xin Jiang , Irwin King , Michael R. Lyu


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Graph-based Incident Aggregation for Large-Scale Online Service Systems



Zhuangbin Chen , Jinyang Liu , Yuxin Su , Hongyu Zhang , Xuemin Wen , Xiao Ling , Yongqiang Yang , Michael R. Lyu

* Accepted by 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE'21) 

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