Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models

4 April 2016

Papers citing "Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models"

50 / 72 papers shown

Title
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training Jing-ling Huang Zhengxuan Wu Kyle Mahowald Christopher Potts 29 13 0 19 Dec 2022
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation J. Hoelscher-Obermaier Edward Stevinson V. Stauber Ivaylo Zhelev Victor Botev R. Wu J. Minton 19 0 0 27 Oct 2022
Low-resource Neural Machine Translation with Cross-modal Alignment Zhe Yang Qingkai Fang Yang Feng VLM 42 9 0 13 Oct 2022
The boundaries of meaning: a case study in neural machine translation Yuri Balashov 24 2 0 02 Oct 2022
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 34 143 0 20 Dec 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models José Carlos Rosales Núnez Guolong Su Djamé Seddah 25 8 0 24 Oct 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 41 210 0 11 Mar 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 35 106 0 31 Dec 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 52 12 0 24 Oct 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters Hicham El Boukkouri Olivier Ferret Thomas Lavergne Hiroshi Noji Pierre Zweigenbaum Junichi Tsujii 77 156 0 20 Oct 2020
Combining Word and Character Vector Representation on Neural Machine Translation K. M. Shahih Ayu Purwarianti 22 3 0 13 Sep 2020
Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity Cong Guo B. Hsueh Jingwen Leng Yuxian Qiu Yue Guan Zehuan Wang Xiaoying Jia Xipeng Li Minyi Guo Yuhao Zhu 35 83 0 29 Aug 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 21 45 0 03 May 2020
Adversarial Subword Regularization for Robust Neural Machine Translation Jungsoo Park Mujeen Sung Jinhyuk Lee Jaewoo Kang 27 8 0 29 Apr 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 27 138 0 18 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 32 17 0 06 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 33 69 0 01 Nov 2019
A Latent Morphology Model for Open-Vocabulary Neural Machine Translation Duygu Ataman Wilker Aziz Alexandra Birch 29 16 0 30 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 41 0 26 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 19 21 0 14 Sep 2019
Mutual exclusivity as a challenge for deep neural networks Kanishk Gandhi Brenden M. Lake 39 14 0 24 Jun 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation Xuebo Liu Derek F. Wong Yang Liu Lidia S. Chao Tong Xiao Jingbo Zhu 35 37 0 07 Jun 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 16 35 0 04 Jun 2019
Lattice-Based Transformer Encoder for Neural Machine Translation Fengshun Xiao Jiangtong Li Zhao Hai Rui Wang Kehai Chen 34 42 0 04 Jun 2019
Effective writing style imitation via combinatorial paraphrasing Tommi Gröndahl Nadarajah Asokan 18 7 0 31 May 2019
Adapting Sequence to Sequence models for Text Normalization in Social Media Ismini Lourentzou Kabir Manghnani ChengXiang Zhai 29 34 0 12 Apr 2019
Practical Semantic Parsing for Spoken Language Understanding Marco Damonte Rahul Goel Tagyoung Chung ReLM 32 26 0 11 Mar 2019
EAT: a simple and versatile semantic representation format for multi-purpose NLP Tommi Gröndahl 19 2 0 25 Feb 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 27 190 0 29 Jan 2019
Finding the Answers with Definition Models Jack Parry 19 0 0 01 Sep 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 20 17 0 07 Aug 2018
Finding Better Subword Segmentation for Neural Machine Translation Yingting Wu Hai Zhao 32 23 0 25 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 31 32 0 24 Jun 2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers Georgios P. Spithourakis Sebastian Riedel 30 81 0 21 May 2018
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation Duygu Ataman Marcello Federico 28 41 0 05 May 2018
Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation Peyman Passban Qun Liu Andy Way 23 28 0 17 Apr 2018
Fine-Grained Attention Mechanism for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 35 173 0 30 Mar 2018
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks Nicholas Carlini Chang-rui Liu Ulfar Erlingsson Jernej Kos D. Song 89 1,117 0 22 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 35 275 0 15 Feb 2018
Context Models for OOV Word Translation in Low-Resource Languages Angli Liu Katrin Kirchhoff 29 9 0 26 Jan 2018
Machine Translation using Semantic Web Technologies: A Survey Diego Moussallem Matthias Wauer A. N. Ngomo 3DV 35 60 0 26 Nov 2017
Improving Lexical Choice in Neural Machine Translation Toan Q. Nguyen David Chiang 29 86 0 03 Oct 2017
Automatically Generating Commit Messages from Diffs using Neural Machine Translation Siyuan Jiang A. Armaly Collin McMillan 22 258 0 30 Aug 2017
Neural Machine Translation with Word Predictions Rongxiang Weng Shujian Huang Zaixiang Zheng Xinyu Dai Jiajun Chen 43 41 0 05 Aug 2017
Do Neural Nets Learn Statistical Laws behind Natural Language? Shuntaro Takahashi Kumiko Tanaka-Ishii 41 27 0 16 Jul 2017
A Nested Attention Neural Hybrid Model for Grammatical Error Correction Jianshu Ji Qinlong Wang Kristina Toutanova Yongen Gong Steven QH Truong Jianfeng Gao 27 110 0 07 Jul 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 40 141 0 06 Jul 2017