X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents

30 May 2022

Simone Paolo Ponzetto

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Papers citing "X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents"

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Title
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng Khushboo Thaker Lei Zhang Yue Dong Xingdi Yuan Tong Wang Daqing He 72 42 0 31 May 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 93 189 0 15 Apr 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 101 81 0 21 Mar 2021
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu Yue Dong Laurent Charlin AILaw 95 120 0 27 Oct 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 74 58 0 01 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 74 197 0 01 May 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 119 217 0 30 Apr 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 85 177 0 30 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 167 2,440 0 23 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 134 857 0 20 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 211 977 0 24 Mar 2020
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Michihiro Yasunaga Jungo Kasai Rui Zhang Alexander R. Fabbri Irene Li Dan Friedman Dragomir R. Radev 147 209 0 04 Sep 2019
The CL-SciSumm Shared Task 2018: Results and Key Insights Kokil Jaidka Michihiro Yasunaga Muthu Kumar Chandrasekaran Devanshu Jain Min-Yen Kan 34 55 0 02 Sep 2019
NCLS: Neural Cross-Lingual Summarization Junnan Zhu Qian Wang Yining Wang Yu Zhou Jiajun Zhang Shaonan Wang Chengqing Zong 67 134 0 31 Aug 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 465 1,452 0 22 Aug 2019
Overview and Results: CL-SciSumm Shared Task 2019 Muthu Kumar Chandrasekaran Michihiro Yasunaga Dragomir R. Radev Dayne Freitag Min-Yen Kan 46 60 0 23 Jul 2019
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 161 1,686 0 27 Aug 2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts Di Jin Peter Szolovits BDL 55 75 0 19 Aug 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 493 763 0 16 Apr 2018
A Supervised Approach to Extractive Summarisation of Scientific Papers Edward Collins Isabelle Augenstein Sebastian Riedel 53 100 0 13 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 313 4,029 0 14 Apr 2017
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 355 3,555 0 10 Jun 2015