When Does Unsupervised Machine Translation Work?

When Does Unsupervised Machine Translation Work?

12 April 2020

Kelly Marchisio

Papers citing "When Does Unsupervised Machine Translation Work?"

19 / 19 papers shown

Title
LLM as a Broken Telephone: Iterative Generation Distorts Information Amr Mohamed Mingmeng Geng Michalis Vazirgiannis Guokan Shang 78 1 0 27 Feb 2025
Unsupervised Translation of Emergent Communication Ido Levy Orr Paradise Boaz Carmeli Ron Meir S. Goldwasser Yonatan Belinkov 137 0 0 11 Feb 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs Abdellah El Mekki Muhammad Abdul-Mageed LRM 36 0 0 14 Oct 2024
GRI: Graph-based Relative Isomorphism of Word Embedding Spaces Muhammad Asif Ali Yan Hu Jianbin Qin Di Wang 26 4 0 18 Oct 2023
Accessing Higher Dimensions for Unsupervised Word Translation Sida I. Wang 28 0 0 23 May 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 38 102 0 02 Feb 2023
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 35 7 0 25 Oct 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 33 29 0 09 Jan 2022
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces Kelly Marchisio Youngser Park Ali Saad-Eldin A. Alyakin Kevin Duh Carey Priebe Philipp Koehn 26 4 0 26 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 Jun 2021
Machine Translation into Low-resource Language Varieties Sachin Kumar Antonios Anastasopoulos S. Wintner Yulia Tsvetkov 11 29 0 12 Jun 2021
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study Tamali Banerjee V. Rudra Murthy P. Bhattacharyya 32 9 0 09 Jun 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 25 0 0 31 Mar 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander Fraser SSL 37 26 0 18 Mar 2021
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 27 31 0 23 Sep 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 48 60 0 08 Jun 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 35 243 0 05 Apr 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 186 1,635 0 11 Oct 2017