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News Summarization and Evaluation in the Era of GPT-3


Sep 26, 2022
Tanya Goyal, Junyi Jessy Li, Greg Durrett

* All data shared at: https://tagoyal.github.io/zeroshot-news-annotations.html 

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Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors


May 25, 2022
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett

* 11 pages (15 with references and appendix), 4 figures, 8 Tables 

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SNaC: Coherence Error Detection for Narrative Summarization


May 19, 2022
Tanya Goyal, Junyi Jessy Li, Greg Durrett

* preprint 

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HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models


Nov 03, 2021
Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryściński

* 15 pages 

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Training Dynamics for Text Summarization Models


Oct 15, 2021
Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett

* preprint 

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HydraSum -- Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models


Oct 13, 2021
Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryściński

* 15 pages 

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Annotating and Modeling Fine-grained Factuality in Summarization


Apr 09, 2021
Tanya Goyal, Greg Durrett

* NAACL 2021 

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Evaluating Factuality in Generation with Dependency-level Entailment


Oct 22, 2020
Tanya Goyal, Greg Durrett

* Findings of Emnlp 2020 

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Neural Syntactic Preordering for Controlled Paraphrase Generation


May 05, 2020
Tanya Goyal, Greg Durrett

* ACL 2020 camera ready 

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