BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context

25 September 2020

Papers citing "BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context"

21 / 21 papers shown

Title
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts M. Shakeel Asim Karim Imdadullah Khan 53 34 0 27 Dec 2019
E-Stitchup: Data Augmentation for Pre-Trained Embeddings Cameron R. Wolfe Keld T. Lundgaard 18 4 0 28 Nov 2019
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 246 10,819 0 29 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 58 120 0 28 Oct 2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks Tong Niu Joey Tianyi Zhou 49 39 0 27 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 356 6,449 0 26 Sep 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 87 809 0 29 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 600 24,431 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 227 8,426 0 19 Jun 2019
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering Jasdeep Singh Bryan McCann N. Keskar Caiming Xiong R. Socher ELM 43 81 0 27 May 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 107 1,953 0 31 Jan 2019
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 63 313 0 17 Dec 2018
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Claude Coulombe 48 119 0 05 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,154 0 20 Apr 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 110 1,096 0 31 Oct 2017
A Continuously Growing Dataset of Sentential Paraphrases Wuwei Lan Siyu Qiu Hua He Wei Xu LRM 65 167 0 01 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 243 2,716 0 20 Nov 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 266 6,107 0 04 Sep 2015
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning Jianpeng Cheng Dimitri Kartsaklis CoGe 55 74 0 10 Aug 2015