TransQuest: Translation Quality Estimation with Cross-lingual Transformers

1 November 2020

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 41 1 0 28 Mar 2025
Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems Shenbin Qian Constantin Orasan Diptesh Kanojia Félix do Carmo 56 0 0 20 Mar 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages Archchana Sindhujan Diptesh Kanojia Constantin Orasan Shenbin Qian 38 2 0 08 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? Shenbin Qian Constantin Orasan Diptesh Kanojia Félix do Carmo ELM 27 0 0 08 Oct 2024
What do Large Language Models Need for Machine Translation Evaluation? Shenbin Qian Archchana Sindhujan Minnie Kabra Diptesh Kanojia Constantin Orasan Tharindu Ranasinghe Frédéric Blain ELM LRM ALM LM&MA 35 0 0 04 Oct 2024
A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content Shenbin Qian Constantin Orasan Diptesh Kanojia Félix do Carmo 33 0 0 04 Oct 2024
Parallel Corpus Augmentation using Masked Language Models Vibhuti Kumari Narayana Murthy Kavi 24 0 0 04 Oct 2024
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language Shun Wang Ge Zhang Han Wu Tyler Loakman Wenhao Huang Chenghua Lin 40 2 0 19 Jun 2024
Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation Javad Pourmostafa Roshan Sharami D. Shterionov Pieter Spronck 28 0 0 12 Jun 2024
Textual Similarity as a Key Metric in Machine Translation Quality Estimation Kun Sun Rong Wang 35 1 0 11 Jun 2024
From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation Haofei Zhao Yilun Liu Shimin Tao Weibin Meng Yimeng Chen Xiang Geng Chang Su Min Zhang Hao Yang 34 9 0 21 Mar 2024
Multi-Dimensional Machine Translation Evaluation: Model Evaluation and Resource for Korean Dojun Park Sebastian Padó 37 1 0 19 Mar 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 40 14 0 12 Jan 2024
SurreyAI 2023 Submission for the Quality Estimation Shared Task Archchana Sindhujan Diptesh Kanojia Constantin Orasan Tharindu Ranasinghe 13 4 0 01 Dec 2023
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages Jiayi Wang David Ifeoluwa Adelani Sweta Agrawal Marek Masiak Ricardo Rei ... V. Otiende C. Mbonu Sakayo Toadoum Sari Yao Lu Pontus Stenetorp 28 6 0 16 Nov 2023
Unsupervised Translation Quality Estimation Exploiting Synthetic Data and Pre-trained Multilingual Encoder Yuto Kuroda Atsushi Fujita Tomoyuki Kajiwara Takashi Ninomiya 17 0 0 09 Nov 2023
Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors Nikita Mehandru Sweta Agrawal Yimin Xiao Elaine C. Khoong Ge Gao Marine Carpuat Niloufar Salehi 32 10 0 25 Oct 2023
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model Christian Tomani David Vilar Markus Freitag Colin Cherry Subhajit Naskar Mara Finkelstein Xavier Garcia Daniel Cremers 26 7 0 10 Oct 2023
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger ELM 30 13 0 22 Jun 2023
"A Little is Enough": Few-Shot Quality Estimation based Corpus Filtering improves Machine Translation Akshay Batheja P. Bhattacharyya 18 5 0 06 Jun 2023
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics Ricardo Rei Nuno M. Guerreiro Marcos Vinícius Treviso Luísa Coheur A. Lavie André F.T. Martins 32 15 0 19 May 2023
Tailoring Domain Adaptation for Machine Translation Quality Estimation Javad Pourmostafa Roshan Sharami D. Shterionov Frédéric Blain Eva Vanmassenhove M. D. Sisto Chris Emmery Pieter Spronck 16 4 0 18 Apr 2023
KG-BERTScore: Incorporating Knowledge Graph into BERTScore for Reference-Free Machine Translation Evaluation Zhanglin Wu Min Zhang Mingsheng Zhu Yinglu Li Tingting Zhu Hao Yang Song Peng Ying Qin 27 5 0 30 Jan 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 27 46 0 18 Jan 2023
BMX: Boosting Natural Language Generation Metrics with Explainability Christoph Leiter Hoang-Quan Nguyen Steffen Eger ELM 21 0 0 20 Dec 2022
Original or Translated? On the Use of Parallel Data for Translation Quality Estimation Baopu Qiu Liang Ding Di Wu Lin Shang Yibing Zhan Dacheng Tao 16 3 0 20 Dec 2022
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics Yiwei Qin Weizhe Yuan Graham Neubig Pengfei Liu 15 23 0 12 Dec 2022
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task Keqin Bao Boyi Deng Dayiheng Liu Baosong Yang Wenqiang Lei Xiangnan He Derek F.Wong Jun Xie 15 5 0 18 Oct 2022
Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task Boyi Deng Keqin Bao Dayiheng Liu Baosong Yang Derek F. Wong Lidia S. Chao Wenqiang Lei Jun Xie 27 9 0 18 Oct 2022
Approaching English-Polish Machine Translation Quality Assessment with Neural-based Methods Artur Nowakowski 16 0 0 22 Sep 2022
Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement Zhen Yang Fandong Meng Yuanmeng Yan Jie Zhou 26 3 0 13 Sep 2022
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Artur Nowakowski Gabriela Pałka Kamil Guttmann Miko Pokrywka 25 5 0 07 Sep 2022
MENLI: Robust Evaluation Metrics from Natural Language Inference Yanran Chen Steffen Eger 32 15 0 15 Aug 2022
Mismatching-Aware Unsupervised Translation Quality Estimation For Low-Resource Languages Fatemeh Azadi Heshaam Faili M. Dousti 17 4 0 31 Jul 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 38 57 0 02 May 2022
UniTE: Unified Translation Evaluation Boyi Deng Dayiheng Liu Baosong Yang Haibo Zhang Boxing Chen Derek F. Wong Lidia S. Chao 35 41 0 28 Apr 2022
Disentangling Uncertainty in Machine Translation Evaluation Chrysoula Zerva T. Glushkova Ricardo Rei André F.T. Martins UD UQCV 40 9 0 13 Apr 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 27 20 0 21 Mar 2022
Better Quality Estimation for Low Resource Corpus Mining Muhammed Yusuf Kocyigit Jiho Lee Derry Wijaya 8 9 0 15 Mar 2022
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation Yidan Zhang Boyi Deng Dayiheng Liu Baosong Yang Zhenan He 32 2 0 01 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation Jonas Belouadi Steffen Eger 33 20 0 21 Feb 2022
How should human translation coexist with NMT? Efficient tool for building high quality parallel corpus Chanjun Park Seolhwa Lee Hyeonseok Moon Sugyeong Eo Jaehyung Seo Heuiseok Lim 22 5 0 30 Oct 2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation Diptesh Kanojia M. Fomicheva Tharindu Ranasinghe Frédéric Blain Constantin Oruasan Lucia Specia 18 10 0 22 Sep 2021
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications Shuo Sun Ahmed El-Kishky Vishrav Chaudhary James Cross Francisco Guzmán Lucia Specia 26 1 0 17 Sep 2021
Translation Error Detection as Rationale Extraction M. Fomicheva Lucia Specia Nikolaos Aletras 21 23 0 27 Aug 2021
Knowledge Distillation for Quality Estimation Amit Gajbhiye M. Fomicheva Fernando Alva-Manchego Frédéric Blain A. Obamuyide Nikolaos Aletras Lucia Specia 24 11 0 01 Jul 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers Tharindu Ranasinghe Constantin Orasan R. Mitkov 19 28 0 31 May 2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation Hansi Hettiarachchi Tharindu Ranasinghe 19 9 0 09 Apr 2021
TransQuest at WMT2020: Sentence-Level Direct Assessment Tharindu Ranasinghe Constantin Orasan R. Mitkov 11 42 0 11 Oct 2020