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 8501–8550 of 10752 papers

TitleStatusHype
Augmenting String-to-Tree and Tree-to-String Translation with Non-Syntactic Phrases—0
Augmenting Translation Models with Simulated Acoustic Confusions for Improved Spoken Language Translation—0
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT—0
A Unified Annotation Scheme for the Semantic/Pragmatic Components of Definiteness—0
A Unified Approach to Transliteration-based Text Input with Online Spelling Correction—0
A Unified Framework for Grammar Error Correction—0
A Unified Kernel Approach for Learning Typed Sentence Rewritings—0
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation—0
A Unified Neural Coherence Model—0
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer—0
A Use Case: Reformulating Query Rewriting as a Statistical Machine Translation Problem—0
A User Study of the Incremental Learning in NMT—0
A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits—0
AUT Document Alignment Framework for BUCC Workshop Shared Task—0
Autobank: a semi-automatic annotation tool for developing deep Minimalist Grammar treebanks—0
Autocorrect in the Process of Translation --- Multi-task Learning Improves Dialogue Machine Translation—0
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks—0
AutoLoss: Learning Discrete Schedule for Alternate Optimization—0
Automated Audio Captioning with Recurrent Neural Networks—0
Automated Grammar Correction Using Hierarchical Phrase-Based Statistical Machine Translation—0
Automated Multi-Language to English Machine Translation Using Generative Pre-Trained Transformers—0
Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation—0
Automated Prediction of Medieval Arabic Diacritics—0
Automated Program Repair: Emerging trends pose and expose problems for benchmarks—0
Automated Python Translation—0
Automated Scoring of Clinical Expressive Language Evaluation Tasks—0
Automated Simultaneous Interpretation: Hints of a Cognitive Framework for Machine Translation—0
Automated Text Simplification as a Preprocessing Step for Machine Translation into an Under-resourced Language—0
Automated Translation of a Literary Work: A Pilot Study—0
Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine Translation—0
Automatically extracting the semantic network out of public services to support cities becoming Smart Cities—0
Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization—0
Automatically generated NE tagged corpora for English and Hungarian—0
Automatically Generating Commit Messages from Diffs using Neural Machine Translation—0
Automatically Identifying Gender Issues in Machine Translation using Perturbations—0
Automatically Predicting Sentence Translation Difficulty—0
Automatically Tailoring Unsupervised Morphological Segmentation to the Language—0
Automatic Animacy Classification—0
Automatic Annotation of Genitives in Hindi Treebank—0
Automatic Annotation of Machine Translation Datasets with Binary Quality Judgements—0
Automatic Arabic Dialect Identification Systems for Written Texts: A Survey—0
Automatic Bilingual Phrase Dictionary Construction from GIZA++ Output—0
Automatic Bilingual Phrase Extraction from Comparable Corpora—0
Automatic Building and Using Parallel Resources for SMT from Comparable Corpora—0
Automatic Classification of Human Translation and Machine Translation: A Study from the Perspective of Lexical Diversity—0
Automatic classification of semantic patterns from the Pattern Dictionary of English Verbs—0
Automatic Clause Boundary Annotation in the Hindi Treebank—0
Automatic Compound Processing: Compound Splitting and Semantic Analysis for Afrikaans and Dutch—0
Automatic Conditional Generation of Personalized Social Media Short Texts—0
Automatic Construction of a MultiWord Expressions Bilingual Lexicon: A Statistical Machine Translation Evaluation Perspective—0
Show:102550
← PrevPage 171 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