Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

1 March 2019

Liang Wang

Papers citing "Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data"

33 / 83 papers shown

Title
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 28 82 0 23 Sep 2020
Recent Trends in the Use of Deep Learning Models for Grammar Error Handling Mina Naghshnejad Tarun Joshi V. Nair VLM 29 5 0 04 Sep 2020
Data Weighted Training Strategies for Grammatical Error Correction Jared Lichtarge Chris Alberti Shankar Kumar 23 46 0 07 Aug 2020
SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration Mengzuo Huang Feng Li Wuhe Zou Weidong Zhang RALM 16 25 0 04 Aug 2020
Fact-based Text Editing Hayate Iso Chao Qiao Hang Li KELM 39 23 0 02 Jul 2020
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 A. Singer Katharina Kann 14 6 0 21 Jun 2020
Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1 Maria Nadejde Joel R. Tetreault 6 20 0 04 Jun 2020
GECToR -- Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk Vitaliy Atrasevych Artem Chernodub Oleksandr Skurzhanskyi 36 305 0 26 May 2020
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model Satoru Katsumata Mamoru Komachi 33 53 0 24 May 2020
Investigating Label Bias in Beam Search for Open-ended Text Generation Liang Wang Jinlong Liu Jingming Liu 31 1 0 22 May 2020
Parallel Data Augmentation for Formality Style Transfer Yi Zhang Tao Ge Xu Sun 8 78 0 14 May 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction Masahiro Kaneko Masato Mita Shun Kiyono Jun Suzuki Kentaro Inui 35 143 0 03 May 2020
Learning to mirror speaking styles incrementally Siyi Liu Ziang Leng Derry Wijaya 4 1 0 05 Mar 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 44 167 0 18 Feb 2020
Learning Multi-level Dependencies for Robust Word Recognition Z. Wang Hui Liu Jiliang Tang Songfan Yang Gale Yan Huang Zitao Liu 25 8 0 22 Nov 2019
Learning to Copy for Automatic Post-Editing Xuancheng Huang Yang Liu Huanbo Luan Jingfang Xu Maosong Sun 10 10 0 09 Nov 2019
Improving Grammatical Error Correction with Machine Translation Pairs Wangchunshu Zhou Tao Ge Chang Mu Ke Xu Furu Wei M. Zhou 9 38 0 07 Nov 2019
Contextual Text Denoising with Masked Language Models Yifu Sun Haoming Jiang 10 11 0 30 Oct 2019
Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance Takumi Ito Tatsuki Kuribayashi Hayato Kobayashi Ana Brassard Masato Hagiwara Jun Suzuki Kentaro Inui 11 23 0 21 Oct 2019
Parallel Iterative Edit Models for Local Sequence Transduction Abhijeet Awasthi Sunita Sarawagi Rasna Goyal Sabyasachi Ghosh Vihari Piratla KELM 18 144 0 07 Oct 2019
Grammatical Error Correction in Low-Resource Scenarios Jakub Náplava Milan Straka 13 55 0 01 Oct 2019
Controllable Data Synthesis Method for Grammatical Error Correction Liner Yang Chencheng Wang Yuxiang Chen Yongping Du Erhong Yang 21 17 0 29 Sep 2019
Towards Neural Language Evaluators Hassan Kané Muhammed Yusuf Kocyigit Pelkins Ajanoh Ali Abdalla Mohamed Coulibali ELM 11 6 0 20 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun 25 19 0 13 Sep 2019
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction Jakub Náplava Milan Straka 6 8 0 12 Sep 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 19 170 0 03 Sep 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction Shun Kiyono Jun Suzuki Masato Mita Tomoya Mizumoto Kentaro Inui 30 147 0 02 Sep 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 42 37 0 22 Aug 2019
Towards Unsupervised Grammatical Error Correction using Statistical Machine Translation with Synthetic Comparable Corpus Satoru Katsumata Mamoru Komachi 14 4 0 23 Jul 2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning Yo Joong Choe Jiyeon Ham Kyubyong Park Yeoil Yoon 29 81 0 02 Jul 2019
The CUED's Grammatical Error Correction Systems for BEA-2019 Felix Stahlberg Bill Byrne 16 8 0 29 Jun 2019
Learning to combine Grammatical Error Corrections Yoav Kantor Yoav Katz Leshem Choshen Edo Cohen-Karlik Naftali Liberman Assaf Toledo Amir Menczel Noam Slonim 25 29 0 10 Jun 2019
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 33 192 0 16 Apr 2018