TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks

Citances: Citation sentences for semantic analysis of bioscience text

Preslav I. Nakov, Ariel S. Schwartz, and Marti A. Hearst. 2004 · 2004

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Slideseer: A digital library of aligned document and presentation pairs

Min-Yen Kan. 2007 · 2007

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Coherent citation-based summarization of scientific papers

Amjad Abu-Jbara and Dragomir Radev. 2011 · 2011

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Multimodal alignment of scholarly documents and their presentations

Bamdad Bahrani and Min-Yen Kan. 2013 · 2013

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Glove: Global vectors for word representation

Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014

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Utilizing microblogs for automatic news highlights extraction

Zhongyu Wei and Wei Gao. 2014 · 2014

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Weakly-supervised alignment of video with text

Piotr Bojanowski, Remi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev, Jean Ponce, and Cordelia Schmid. 2015 · 2015

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What’s cookin’? interpreting cooking videos using text, speech and vision

Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nicholas Johnston, Andrew Rabinovich, and Kevin Murphy. 2015 · 2015

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Gibberish, assistant, or master?: Using tweets linking to news for extractive single-document summarization

Zhongyu Wei and Wei Gao. 2015 · 2015

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Aligning books and movies: Towards story-like visual explanations by watching movies and reading books

Yukun Zhu, Ryan Kiros, Rich Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, and Sanja Fidler. 2015 · 2015

Cited alongside, same era.

Neural summarization by extracting sentences and words

Jianpeng Cheng and Mirella Lapata. 2016 · 2016

Cited alongside, same era.

Overview of the cl-scisumm 2016 shared task

Kokil Jaidka, Muthu Kumar Chandrasekaran, Sajal Rustagi, and Min-Yen Kan. 2016 · 2016

Cited alongside, same era.

Split and rephrase: Better evaluation and stronger baselines

Roee Aharoni and Yoav Goldberg. 2018 · 2018

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Fast abstractive summarization with reinforce-selected sentence rewriting

Yen-Chun Chen and Mohit Bansal. 2018 · 2018

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Scientific document summarization via citation contextualization and scientific discourse

Arman Cohan and Nazli Goharian. 2018 · 2018

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The cl-scisumm shared task 2018: Results and key insights

Kokil Jaidka, Michihiro Yasunaga, Muthu Kumar Chandrasekaran, Dragomir Radev, and Min-Yen Kan. 2018 · 2018

Later among the works it cites.

Data-driven summarization of scientific articles

Michael Pfeiffer Nikola Nikolov and Richard Hahnloser. 2018 · 2018

Later among the works it cites.

Scisummnet: A large annotated corpus and content-impact models for scientific paper summarization with citation networks