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MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with Multimodal Fine-grained Aligned Annotations



Hao Yang , Yanyan Zhao , Jianwei Liu , Yang Wu , Bing Qin


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Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation



Yanrui Du , Jing Yan , Yan Chen , Jing Liu , Sendong Zhao , Hua Wu , Haifeng Wang , Bing Qin


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A Graph Enhanced BERT Model for Event Prediction



Li Du , Xiao Ding , Yue Zhang , Kai Xiong , Ting Liu , Bing Qin


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e-CARE: a New Dataset for Exploring Explainable Causal Reasoning



Li Du , Xiao Ding , Kai Xiong , Ting Liu , Bing Qin


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OmniKnight: Multilingual Neural Machine Translation with Language-Specific Self-Distillation



Yichong Huang , Xiaocheng Feng , Xinwei Geng , Bing Qin


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Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors



Yang Wu , Yanyan Zhao , Hao Yang , Song Chen , Bing Qin , Xiaohuan Cao , Wenting Zhao

* Findings of ACL 2022 

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Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words



Zhangyin Feng , Duyu Tang , Cong Zhou , Junwei Liao , Shuangzhi Wu , Xiaocheng Feng , Bing Qin , Yunbo Cao , Shuming Shi


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Distilled Dual-Encoder Model for Vision-Language Understanding



Zekun Wang , Wenhui Wang , Haichao Zhu , Ming Liu , Bing Qin , Furu Wei

* Work in progress 

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GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps



Yibo Sun , Jizhou Huang , Chunyuan Yuan , Miao Fan , Haifeng Wang , Ming Liu , Bing Qin

* Accepted by CIKM'21 

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CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision



Zhongyang Li , Xiao Ding , Kuo Liao , Bing Qin , Ting Liu


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