Learning Joint Multilingual Sentence Representations with Neural Machine Translation

13 April 2017

Papers citing "Learning Joint Multilingual Sentence Representations with Neural Machine Translation"

41 / 91 papers shown

Title
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Brian Thompson Matt Post 23 56 0 11 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 40 8 0 11 Aug 2020
A Bayesian Multilingual Document Model for Zero-shot Topic Identification and Discovery Santosh Kesiraju Sangeet Sagar Ondvrej Glembek Lukávs Burget Ján Černocký S. Gangashetty 26 0 0 02 Jul 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages Tyler A. Chang Anna N. Rafferty 27 2 0 17 May 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 13 188 0 30 Apr 2020
Exploiting Sentence Order in Document Alignment Brian Thompson Philipp Koehn 19 19 0 30 Apr 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs Zuohui Fu Yikun Xian Shijie Geng Yingqiang Ge Yuting Wang Xin Dong Guang Wang Gerard de Melo 16 20 0 29 Jan 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 14 28 0 10 Nov 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 27 13 0 25 Oct 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 22 49 0 30 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 80 0 20 Sep 2019
Bridging the domain gap in cross-lingual document classification Guokun Lai Barlas Oğuz Yiming Yang Veselin Stoyanov VLM 32 14 0 16 Sep 2019
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Wataru Hirota Yoshihiko Suhara Behzad Golshan W. Tan 23 5 0 15 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 25 38 0 11 Sep 2019
From Bilingual to Multilingual Neural Machine Translation by Incremental Training Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AIMat LRM 26 29 0 28 Jun 2019
Improving Zero-shot Translation with Language-Independent Constraints Ngoc-Quan Pham Jan Niehues Thanh-Le Ha A. Waibel 31 60 0 20 Jun 2019
Probing Multilingual Sentence Representations With X-Probe Vinit Ravishankar Lilja Øvrelid Erik Velldal 19 20 0 12 Jun 2019
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron Yunsu Kim Hendrik Rosendahl Nick Rossenbach Jan Rosendahl Shahram Khadivi Hermann Ney SSL 13 4 0 05 Jun 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 10 19 0 15 May 2019
Semantic Drift in Multilingual Representations Lisa Beinborn Rochelle Choenni 19 27 0 24 Apr 2019
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings Hanan Aldarmaki Mona T. Diab 17 3 0 11 Apr 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 25 995 0 26 Dec 2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 20 186 0 24 Nov 2018
Learning from Multiview Correlations in Open-Domain Videos Nils Holzenberger Shruti Palaskar Pranava Madhyastha Florian Metze R. Arora SSL 6 11 0 21 Nov 2018
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings Mikel Artetxe Holger Schwenk 17 197 0 03 Nov 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 13 123 0 30 Oct 2018
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa SSL 19 7 0 15 Oct 2018
Towards Language Agnostic Universal Representations Armen Aghajanyan Xia Song Saurabh Tiwary 25 2 0 23 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 23 1,344 0 13 Sep 2018
Measuring Semantic Abstraction of Multilingual NMT with Paraphrase Recognition and Generation Tasks Jörg Tiedemann Yves Scherrer 6 1 0 21 Aug 2018
Filtering and Mining Parallel Data in a Joint Multilingual Space Holger Schwenk 16 109 0 24 May 2018
A Corpus for Multilingual Document Classification in Eight Languages Holger Schwenk Xian Li VLM 15 142 0 24 May 2018
Are BLEU and Meaning Representation in Opposition? Ondřej Cífka Ondrej Bojar 4 17 0 16 May 2018
Bootstrapping Multilingual Intent Models via Machine Translation for Dialog Automation Nicholas Ruiz S. Bangalore John Chen 13 1 0 11 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 19 41 0 25 Apr 2018
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding Lifu Huang Kyunghyun Cho Boliang Zhang Heng Ji Kevin Knight 28 14 0 21 Apr 2018
Identifying Semantic Divergences in Parallel Text without Annotations Yogarshi Vyas Xing Niu Marine Carpuat 6 36 0 29 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 19 99 0 04 Mar 2018
An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification C. España-Bonet Á. Varga Alberto Barrón-Cedeño Josef van Genabith 34 74 0 18 Apr 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 231 623 0 06 Jan 2016