SOTAVerified

Machine Translation

Machine translation is the task of translating a sentence in a source language to a different target language.

Approaches for machine translation can range from rule-based to statistical to neural-based. More recently, encoder-decoder attention-based architectures like BERT have attained major improvements in machine translation.

One of the most popular datasets used to benchmark machine translation systems is the WMT family of datasets. Some of the most commonly used evaluation metrics for machine translation systems include BLEU, METEOR, NIST, and others.

( Image credit: Google seq2seq )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 10451–10500 of 10752 papers

TitleStatusHype
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches—0
The Intelius Nickname Collection: Quantitative Analyses from Billions of Public Records—0
Visual Agreement Regularized Training for Multi-Modal Machine Translation—0
Visual Bilingual Lexicon Induction with Transferred ConvNet Features—0
The Hindi to Dogri Machine Translation System—0
Visualizing and Understanding Neural Machine Translation—0
Visualizing Deep-Syntactic Parser Output—0
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance—0
XTE: Explainable Text Entailment—0
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics—0
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation—0
Visual Transformer for Object Detection—0
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors—0
The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software—0
Zero-Shot Translation using Diffusion Models—0
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation—0
Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts—0
Vocabulary-informed Language Encoding—0
Vocabulary Manipulation for Neural Machine Translation—0
Vocabulary Selection Strategies for Neural Machine Translation—0
Yandex School of Data Analysis approach to English-Turkish translation at WMT16 News Translation Task—0
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media—0
Yandex School of Data Analysis Machine Translation Systems for WMT13—0
The Improvement of Negative Sentences Translation in English-to-Korean Machine Translation—0
Yandex School of Data Analysis Russian-English Machine Translation System for WMT14—0
VPCTagger: Detecting Verb-Particle Constructions With Syntax-Based Methods—0
VUS at IWSLT 2021: A Finetuned Pipeline for Offline Speech Translation—0
WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously—0
YANMTT: Yet Another Neural Machine Translation Toolkit—0
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora—0
YerevaNN’s Systems for WMT20 Biomedical Translation Task: The Effect of Fixing Misaligned Sentence Pairs—0
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers—0
The Importance of Generation Order in Language Modeling—0
Ways of Asking and Replying in Duplicate Question Detection—0
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval—0
Yet Another Symmetrical and Real-time Word Alignment Method: Hierarchical Sub-sentential Alignment using F-measure—0
The Implicit Length Bias of Label Smoothing on Beam Search Decoding—0
kNN For Whisper And Its Effect On Bias And Speaker Adaptation—0
Webinterpret Submission to the WMT2019 Shared Task on Parallel Corpus Filtering—0
Weblio Pre-reordering Statistical Machine Translation System—0
WebWOZ: A Platform for Designing and Conducting Web-based Wizard of Oz Experiments—0
WeChat Neural Machine Translation Systems for WMT20—0
WeChat Neural Machine Translation Systems for WMT21—0
yiGou: A Semantic Text Similarity Computing System Based on SVM—0
Weight Distillation: Transferring the Knowledge in Neural Network Parameters—0
Weighted Set-Theoretic Alignment of Comparable Sentences—0
引入源端信息的机器译文自动评价方法研究(Research on Incorporating the Source Information to Automatic Evaluation of Machine Translation)—0
Weiwei: A Simple Unsupervised Latent Semantics based Approach for Sentence Similarity—0
The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation—0
Well-Formed Dependency to String translation with BTG Grammar—0
Show:102550
← PrevPage 210 of 216Next →
All datasetsWMT2014 English-GermanWMT2014 English-FrenchIWSLT2014 German-EnglishACESWMT2016 English-RomanianWMT2016 Romanian-EnglishWMT2014 German-EnglishIWSLT2015 German-EnglishWMT2016 English-GermanIWSLT2015 English-VietnameseIWSLT2015 English-GermanWMT2016 German-English

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Transformer Cycle (Rev)BLEU score35.14—Unverified
2Noisy back-translationBLEU score35—Unverified
3Transformer+Rep(Uni)BLEU score33.89—Unverified
4T5-11BBLEU score32.1—Unverified
5BiBERTBLEU score31.26—Unverified
6Transformer + R-DropBLEU score30.91—Unverified
7Bi-SimCutBLEU score30.78—Unverified
8BERT-fused NMTBLEU score30.75—Unverified
9Data Diversification - TransformerBLEU score30.7—Unverified
10SimCutBLEU score30.56—Unverified
#ModelMetricClaimedVerifiedStatus
1Transformer+BT (ADMIN init)BLEU score46.4—Unverified
2Noisy back-translationBLEU score45.6—Unverified
3mRASP+Fine-TuneBLEU score44.3—Unverified
4Transformer + R-DropBLEU score43.95—Unverified
5Transformer (ADMIN init)BLEU score43.8—Unverified
6AdminBLEU score43.8—Unverified
7BERT-fused NMTBLEU score43.78—Unverified
8MUSE(Paralllel Multi-scale Attention)BLEU score43.5—Unverified
9T5BLEU score43.4—Unverified
10Local Joint Self-attentionBLEU score43.3—Unverified
#ModelMetricClaimedVerifiedStatus
1PiNMTBLEU score40.43—Unverified
2BiBERTBLEU score38.61—Unverified
3Bi-SimCutBLEU score38.37—Unverified
4Cutoff + Relaxed Attention + LMBLEU score37.96—Unverified
5DRDABLEU score37.95—Unverified
6Transformer + R-Drop + CutoffBLEU score37.9—Unverified
7SimCutBLEU score37.81—Unverified
8Cutoff+KneeBLEU score37.78—Unverified
9CutoffBLEU score37.6—Unverified
10CipherDAugBLEU score37.53—Unverified
#ModelMetricClaimedVerifiedStatus
1HWTSC-Teacher-SimScore19.97—Unverified
2MS-COMET-22Score19.89—Unverified
3MS-COMET-QE-22Score19.76—Unverified
4KG-BERTScoreScore17.28—Unverified
5metricx_xl_DA_2019Score17.17—Unverified
6COMET-QEScore16.8—Unverified
7COMET-22Score16.31—Unverified
8UniTE-srcScore15.68—Unverified
9UniTE-refScore15.38—Unverified
10metricx_xxl_DA_2019Score15.24—Unverified