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Fast and Light-Weight Answer Text Retrieval in Dialogue Systems



Hui Wan , Siva Sankalp Patel , J. William Murdock , Saloni Potdar , Sachindra Joshi

* Accepted in NAACL-HLT 2022 Industry Track 

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Improved Text Classification via Contrastive Adversarial Training



Lin Pan , Chung-Wei Hang , Avirup Sil , Saloni Potdar , Mo Yu


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Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study



Xiangyang Mou , Chenghao Yang , Mo Yu , Bingsheng Yao , Xiaoxiao Guo , Saloni Potdar , Hui Su

* Accepted to TACL 

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Benchmarking Intent Detection for Task-Oriented Dialog Systems



Haode Qi , Lin Pan , Atin Sood , Abhishek Shah , Ladislav Kunc , Saloni Potdar


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Multilingual BERT Post-Pretraining Alignment



Lin Pan , Chung-Wei Hang , Haode Qi , Abhishek Shah , Mo Yu , Saloni Potdar


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Frustratingly Hard Evidence Retrieval for QA Over Books



Xiangyang Mou , Mo Yu , Bingsheng Yao , Chenghao Yang , Xiaoxiao Guo , Saloni Potdar , Hui Su

* ACL 2020 NUSE Workshop, 6 pages 

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Out-of-Domain Detection for Low-Resource Text Classification Tasks



Ming Tan , Yang Yu , Haoyu Wang , Dakuo Wang , Saloni Potdar , Shiyu Chang , Mo Yu

* EMNLP 2019 

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Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers



Haoyu Wang , Ming Tan , Mo Yu , Shiyu Chang , Dakuo Wang , Kun Xu , Xiaoxiao Guo , Saloni Potdar

* 8 pages 

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Diverse Few-Shot Text Classification with Multiple Metrics



Mo Yu , Xiaoxiao Guo , Jinfeng Yi , Shiyu Chang , Saloni Potdar , Yu Cheng , Gerald Tesauro , Haoyu Wang , Bowen Zhou

* NAACL 2018. 11+5 pages. arXiv admin note: text overlap with arXiv:1708.07918 

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Robust Task Clustering for Deep Many-Task Learning



Mo Yu , Xiaoxiao Guo , Jinfeng Yi , Shiyu Chang , Saloni Potdar , Gerald Tesauro , Haoyu Wang , Bowen Zhou


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