Investigating Multilingual NMT Representations at Scale

5 September 2019

Papers citing "Investigating Multilingual NMT Representations at Scale"

32 / 32 papers shown

Title
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 106 0 0 21 Feb 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 40 0 0 06 Jan 2025
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 79 1 0 12 Jun 2024
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation Wen Lai Alexandra Chronopoulou Alexander M. Fraser 32 4 0 22 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 52 64 0 10 May 2023
How good are variational autoencoders at transfer learning? Lisa Bonheme M. Grzes OOD DRL 23 2 0 21 Apr 2023
Language Embeddings Sometimes Contain Typological Generalizations Robert Östling Murathan Kurfali NAI 24 9 0 19 Jan 2023
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation Yang Zhao Junnan Zhu Lu Xiang Jiajun Zhang Yu Zhou Feifei Zhai Chengqing Zong CLL 39 6 0 06 Dec 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu J. Niehues 19 5 0 02 Nov 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 32 6 0 22 Oct 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations Akiko Eriguchi Shufang Xie Tao Qin Hany Awadalla LRM 53 7 0 30 Jun 2022
Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks Zhiwei Bai Tao Luo Z. Xu Yaoyu Zhang 25 4 0 26 May 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Z. Tu Benjamin Bergen 16 56 0 22 May 2022
How do Variational Autoencoders Learn? Insights from Representational Similarity Lisa Bonheme M. Grzes CoGe SSL DRL 27 10 0 17 May 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 26 13 0 12 Apr 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 13 16 0 01 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 19 111 0 03 Feb 2022
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning Aditya Siddhant Ankur Bapna Orhan Firat Yuan Cao M. Chen Isaac Caswell Xavier Garcia ELM LRM 31 29 0 09 Jan 2022
Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help? Fahimeh Saleh Wray L. Buntine Gholamreza Haffari Lan Du 18 6 0 15 Oct 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 106 0 24 Sep 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents Biao Zhang Ankur Bapna Melvin Johnson A. Dabirmoghaddam N. Arivazhagan Orhan Firat 28 12 0 21 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 39 70 0 07 Sep 2021
Do Vision Transformers See Like Convolutional Neural Networks? M. Raghu Thomas Unterthiner Simon Kornblith Chiyuan Zhang Alexey Dosovitskiy ViT 52 924 0 19 Aug 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 27 235 0 29 Jun 2021
How Reliable are Model Diagnostics? V. Aribandi Yi Tay Donald Metzler 19 19 0 12 May 2021
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics V. Ramasesh Ethan Dyer M. Raghu CLL 24 173 0 14 Jul 2020
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 15 151 0 09 May 2020
On the Language Neutrality of Pre-trained Multilingual Representations Jindrich Libovický Rudolf Rosa Alexander M. Fraser 17 99 0 09 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 38 120 0 26 Mar 2020
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 175 110 0 25 Aug 2019
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 214 623 0 06 Jan 2016