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Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts


Oct 10, 2022
Cicero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-hsuan Sung

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Counterfactual Data Augmentation improves Factuality of Abstractive Summarization


May 25, 2022
Dheeraj Rajagopal, Siamak Shakeri, Cicero Nogueira dos Santos, Eduard Hovy, Chung-Ching Chang

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ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference


Apr 25, 2022
Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cicero Nogueira dos Santos, Yi Tay, Don Metzler

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* Findings of ACL 2022 

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Contrastive Fine-tuning Improves Robustness for Neural Rankers


May 27, 2021
Xiaofei Ma, Cicero Nogueira dos Santos, Andrew O. Arnold

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* Findings of ACL 2021 

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Joint Text and Label Generation for Spoken Language Understanding


May 11, 2021
Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang

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Improving Factual Consistency of Abstractive Summarization via Question Answering


May 10, 2021
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

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* ACL-IJCNLP 2021 

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Generative Context Pair Selection for Multi-hop Question Answering


Apr 18, 2021
Dheeru Dua, Cicero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh

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Entity-level Factual Consistency of Abstractive Text Summarization


Feb 18, 2021
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang

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* EACL 2021 

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Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto

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