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Controllable Text Generation with Neurally-Decomposed Oracle



Tao Meng , Sidi Lu , Nanyun Peng , Kai-Wei Chang

* Submitted to Neurips 2022 

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On the Paradox of Learning to Reason from Data



Honghua Zhang , Liunian Harold Li , Tao Meng , Kai-Wei Chang , Guy Van den Broeck

* Table 1 & 2 numbers were out-dated in v1; we have updated them; the observations and conclusions remain unchanged 

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An Integer Linear Programming Framework for Mining Constraints from Data



Tao Meng , Kai-Wei Chang

* 12 pages, 2 figures, submitted to NeurIPS2020 

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SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics



Da Yin , Tao Meng , Kai-Wei Chang

* ACL-2020 

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Mitigating Gender Bias Amplification in Distribution by Posterior Regularization



Shengyu Jia , Tao Meng , Jieyu Zhao , Kai-Wei Chang

* 7 pages, 3 figures, published in ACL 2020 

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On the Robustness of Language Encoders against Grammatical Errors



Fan Yin , Quanyu Long , Tao Meng , Kai-Wei Chang

* ACL 2020 

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