TransQuest: Translation Quality Estimation with Cross-lingual
Transformers

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TransQuest: Translation Quality Estimation with Cross-lingual Transformers

1 November 2020

Tharindu Ranasinghe

Constantin Orasan

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Papers citing "TransQuest: Translation Quality Estimation with Cross-lingual Transformers"

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Title
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages Rahul Raja A. Vats 141 1 0 28 Mar 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages Archchana Sindhujan Diptesh Kanojia Constantin Orasan Shenbin Qian 93 3 0 08 Jan 2025
Machine Translation Models are Zero-Shot Detectors of Translation Direction Michelle Wastl Jannis Vamvas Rico Sennrich VLM 86 0 0 12 Jan 2024
TransQuest at WMT2020: Sentence-Level Direct Assessment Tharindu Ranasinghe Constantin Orasan R. Mitkov 77 43 0 11 Oct 2020
Unsupervised Quality Estimation for Neural Machine Translation M. Fomicheva Shuo Sun Lisa Yankovskaya Frédéric Blain Francisco Guzmán Mark Fishel Nikolaos Aletras Vishrav Chaudhary Lucia Specia UQLM 87 209 0 21 May 2020
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 77 339 0 17 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,587 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 255 7,547 0 02 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 680 24,541 0 26 Jul 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 161 1,412 0 04 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 89 1,526 0 14 May 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 116 3,156 0 01 Apr 2019
OpenKiwi: An Open Source Framework for Quality Estimation Fabio Kepler Jonay Trénous Marcos Vinícius Treviso M. Vera André F. T. Martins 59 131 0 22 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 107 2,748 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 87 531 0 15 Jun 2017