Neural Machine Translation of Rare Words with Subword Units

31 August 2015

Papers citing "Neural Machine Translation of Rare Words with Subword Units"

50 / 3,808 papers shown

Title
Synchronous Bidirectional Neural Machine Translation Long Zhou Jiajun Zhang Chengqing Zong 22 106 0 13 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 20 18 0 10 May 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 43 171 0 10 May 2019
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation Christoph Luscher Eugen Beck Kazuki Irie M. Kitza Wilfried Michel Albert Zeyer Ralf Schluter Hermann Ney VLM 13 234 0 08 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 27 55 0 08 May 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 14 106 0 08 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 59 962 0 07 May 2019
UFRGS Participation on the WMT Biomedical Translation Shared Task Felipe Soares Karin Becker 16 5 0 06 May 2019
Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specifications Chenglong Wang Rudy Bunel Krishnamurthy Dvijotham Po-Sen Huang Edward Grefenstette Pushmeet Kohli 30 5 0 26 Apr 2019
Copy mechanism and tailored training for character-based data-to-text generation Marco Roberti Giovanni Bonetta R. Cancelliere Patrick Gallinari 11 12 0 26 Apr 2019
Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors Nicholas Ruiz Mattia Antonino Di Gangi N. Bertoldi Marcello Federico 23 23 0 24 Apr 2019
Semantic Drift in Multilingual Representations Lisa Beinborn Rochelle Choenni 35 27 0 24 Apr 2019
Dynamic Past and Future for Neural Machine Translation Zaixiang Zheng Shujian Huang Zhaopeng Tu Xinyu Dai Jiajun Chen 37 30 0 21 Apr 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 22 141 0 21 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 20 121 0 20 Apr 2019
Mask-Predict: Parallel Decoding of Conditional Masked Language Models Marjan Ghazvininejad Omer Levy Yinhan Liu Luke Zettlemoyer MoE 27 35 0 19 Apr 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation Kai Song Yue Zhang Heng Yu Weihua Luo Kun Wang Min Zhang 35 116 0 19 Apr 2019
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 35 44 0 19 Apr 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 54 408 0 17 Apr 2019
End-to-End Speech Translation with Knowledge Distillation Yuchen Liu Hao Xiong Zhongjun He Jiajun Zhang Hua Wu Haifeng Wang Chengqing Zong 36 151 0 17 Apr 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations Yi Zhu Ivan Vulić Anna Korhonen 27 29 0 16 Apr 2019
Positional Encoding to Control Output Sequence Length Sho Takase Naoaki Okazaki 17 110 0 16 Apr 2019
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking Timo Schick Hinrich Schütze 19 96 0 14 Apr 2019
Adapting Sequence to Sequence models for Text Normalization in Social Media Ismini Lourentzou Kabir Manghnani ChengXiang Zhai 29 34 0 12 Apr 2019
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Sorami Hisamoto Matt Post Kevin Duh MIACV SLR 36 106 0 11 Apr 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 25 875 0 10 Apr 2019
Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector M. Drissi Pedro Sandoval Segura Vivaswat Ojha J. Medero 9 6 0 10 Apr 2019
Simple BERT Models for Relation Extraction and Semantic Role Labeling Peng Shi Jimmy J. Lin VLM 19 443 0 10 Apr 2019
Cross-lingual Visual Verb Sense Disambiguation Spandana Gella Desmond Elliott Frank Keller 22 19 0 10 Apr 2019
Corpora Generation for Grammatical Error Correction Jared Lichtarge C. Alberti Shankar Kumar Noam M. Shazeer Niki Parmar Simon Tong 33 141 0 10 Apr 2019
Bilingual-GAN: A Step Towards Parallel Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh 30 208 0 09 Apr 2019
Who Needs Words? Lexicon-Free Speech Recognition Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 16 27 0 09 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 49 57 0 09 Apr 2019
Improving Domain Adaptation Translation with Domain Invariant and Specific Information Shuhao Gu Yang Feng Qun Liu 22 37 0 08 Apr 2019
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data Yerbolat Khassanov Haihua Xu Van Tung Pham Zhiping Zeng Chng Eng Siong Chongjia Ni B. Ma 11 19 0 08 Apr 2019
Convolutional Self-Attention Networks Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 24 124 0 05 Apr 2019
Information Aggregation for Multi-Head Attention with Routing-by-Agreement Jian Li Baosong Yang Zi-Yi Dou Xing Wang Michael R. Lyu Zhaopeng Tu 14 46 0 05 Apr 2019
Modeling Recurrence for Transformer Jie Hao Xing Wang Baosong Yang Longyue Wang Jinfeng Zhang Zhaopeng Tu 45 85 0 05 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 28 95 0 04 Apr 2019
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems Inigo Jauregi Unanue E. Z. Borzeshi Nazanin Esmaili Massimo Piccardi 27 8 0 04 Apr 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 24 57 0 04 Apr 2019
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation Jiawei Wu Xin Eric Wang William Yang Wang 36 39 0 04 Apr 2019
Modeling Vocabulary for Big Code Machine Learning Hlib Babii Andrea Janes Romain Robbes 19 22 0 03 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 23 3,132 0 01 Apr 2019
Learning to Stop in Structured Prediction for Neural Machine Translation Mingbo Ma Renjie Zheng Liang Huang 36 5 0 01 Apr 2019
Multimodal Machine Translation with Embedding Prediction Tosho Hirasawa Hayahide Yamagishi Yukio Matsumura Mamoru Komachi 21 16 0 01 Apr 2019
A Convolutional Neural Network for Language-Agnostic Source Code Summarization Jessica Moore Ben U. Gelman David Slater 21 20 0 29 Mar 2019
Train, Sort, Explain: Learning to Diagnose Translation Models Robert Schwarzenberg David Harbecke Vivien Macketanz Eleftherios Avramidis Sebastian Möller 19 7 0 28 Mar 2019
A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation Yuta Hitomi Yuya Taguchi Hideaki Tamori Ko Kikuta Jiro Nishitoba Naoaki Okazaki Kentaro Inui Manabu Okumura 31 9 0 28 Mar 2019
Using Monolingual Data in Neural Machine Translation: a Systematic Study Franck Burlot François Yvon 24 97 0 27 Mar 2019