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Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents

Oct 16, 2021
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed H. Awadallah, Dragomir Radev, Rui Zhang

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DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Oct 15, 2021
Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev

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SummerTime: Text Summarization Toolkit for Non-experts

Sep 10, 2021
Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev

* EMNLP 2021 Demo Track 

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An Exploratory Study on Long Dialogue Summarization: What Works and What's Next

Sep 10, 2021
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev

* Findings of EMNLP 2021 

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Mitigating False-Negative Contexts in Multi-document QuestionAnswering with Retrieval Marginalization

Mar 22, 2021
Ansong Ni, Matt Gardner, Pradeep Dasigi

* 10 pages 

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Merging Weak and Active Supervision for Semantic Parsing

Nov 29, 2019
Ansong Ni, Pengcheng Yin, Graham Neubig

* AAAI 2020 Main Track [Oral] (To appear) 

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