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Interpretation Quality Score for Measuring the Quality of interpretability methods



Yuansheng Xie , Soroush Vosoughi , Saeed Hassanpour


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Contrastive Learning for Prompt-Based Few-Shot Language Learners



Yiren Jian , Chongyang Gao , Soroush Vosoughi

* accepted to NAACL 2022 

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Embedding Hallucination for Few-Shot Language Fine-tuning



Yiren Jian , Chongyang Gao , Soroush Vosoughi

* accepted to NAACL 2022 

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Non-Parallel Text Style Transfer with Self-Parallel Supervision



Ruibo Liu , Chongyang Gao , Chenyan Jia , Guangxuan Xu , Soroush Vosoughi

* In ICLR 2022 

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Knowledge Infused Decoding



Ruibo Liu , Guoqing Zheng , Shashank Gupta , Radhika Gaonkar , Chongyang Gao , Soroush Vosoughi , Milad Shokouhi , Ahmed Hassan Awadallah

* In ICLR 2022 

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Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning



Yuansheng Xie , Soroush Vosoughi , Saeed Hassanpour

* Paper accepted to ICPR 2022 

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EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English



Weicheng Ma , Samiha Datta , Lili Wang , Soroush Vosoughi

* In Findings of ACL 2022 

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Emotion-based Modeling of Mental Disorders on Social Media



Xiaobo Guo , Yaojia Sun , Soroush Vosoughi

* Proceedings of the 20th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 

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Embedding Node Structural Role Identity Using Stress Majorization



Lili Wang , Chenghan Huang , Weicheng Ma , Ying Lu , Soroush Vosoughi

* In CIKM 2021 

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Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization



Lili Wang , Chenghan Huang , Weicheng Ma , Xinyuan Cao , Soroush Vosoughi

* In CIKM 2021 

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