Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods

18 June 2022

Papers citing "Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods"

19 / 19 papers shown

Title
Fine-tuning GPT-3 for Russian Text Summarization Alexandr Nikolich Arina Puchkova 62 30 0 07 Aug 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 73 370 0 25 Jun 2021
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 123 2,545 0 22 Oct 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak Esin Durmus Claire Cardie Kathleen McKeown CVBM 59 201 0 07 Oct 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 92 712 0 24 Jul 2020
Dataset for Automatic Summarization of Russian News I. Gusev 36 24 0 19 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 729 41,894 0 28 May 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 55 175 0 30 Apr 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 111 1,808 0 22 Jan 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 241 10,815 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 404 20,114 0 23 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 452 1,450 0 22 Aug 2019
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language Yuri Kuratov M. Arkhipov 75 275 0 17 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 300 5,791 0 21 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Diverse Beam Search for Increased Novelty in Abstractive Summarization André Cibils C. Musat Andreea Hossmann Michael Baeriswyl 27 10 0 05 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 670 131,414 0 12 Jun 2017
Variations of the Similarity Function of TextRank for Automated Summarization F. Barrios Federico López Luis Argerich Rosa Wachenchauzer 40 239 0 11 Feb 2016
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 183 3,094 0 09 Sep 2011