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 2901–2950 of 10752 papers

TitleStatusHype
Building a Parallel Corpus and Training Translation Models Between Luganda and English—0
Apertium-fin-eng--Rule-based Shallow Machine Translation for WMT 2019 Shared Task—0
A hybrid approach for automatic clause boundary identification in Hindi—0
Apertium: a free/open source platform for machine translation and basic language technology—0
Building a Neural Machine Translation System Using Only Synthetic Parallel Data—0
Building an English-Chinese Parallel Corpus Annotated with Sub-sentential Translation Techniques—0
A Performance Study of Cube Pruning for Large-Scale Hierarchical Machine Translation—0
A Human Judgement Corpus and a Metric for Arabic MT Evaluation—0
Adabot: Fault-Tolerant Java Decompiler—0
Building and Modelling Multilingual Subjective Corpora—0
Building an Arabic Machine Translation Post-Edited Corpus: Guidelines and Annotation—0
"A Passage to India": Pre-trained Word Embeddings for Indian Languages—0
Building a Multi-domain Neural Machine Translation Model using Knowledge Distillation—0
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings—0
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages—0
A human evaluation of English-Irish statistical and neural machine translation—0
Building a Macro Chinese Discourse Treebank—0
Building a Hierarchically Aligned Chinese-English Parallel Treebank—0
A Parallel WordNet for English, Swedish and Bulgarian—0
Building A Handwritten Cuneiform Character Imageset—0
Building a German/Simple German Parallel Corpus for Automatic Text Simplification—0
A Parallel Recurrent Neural Network for Language Modeling with POS Tags—0
A House United: Bridging the Script and Lexical Barrier between Hindi and Urdu—0
Building a Functional Machine Translation Corpus for Kpelle—0
Building a Dataset of Multilingual Cognates for the Romanian Lexicon—0
Building a Corpus of Errors and Quality in Machine Translation: Experiments on Error Impact—0
Building a Corpus for Corporate Websites Machine Translation Evaluation. A Step by Step Methodological Approach—0
A Parallel Corpus of Translationese—0
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora—0
Building A Case-based Semantic English-Chinese Parallel Treebank—0
Building a Better Bitext for Structurally Different Languages through Self-training—0
Building a 70 billion word corpus of English from ClueWeb—0
Buildind a Resource of Patterns Using Semantic Types—0
A Parallel Corpus of Theses and Dissertations Abstracts—0
A High-Quality Web Corpus of Czech—0
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation—0
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms—0
Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation—0
BUCEADOR, a multi-language search engine for digital libraries—0
A Parallel Corpus of Arabic-Japanese News Articles—0
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora—0
BUCC2017: A Hybrid Approach for Identifying Parallel Sentences in Comparable Corpora—0
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages—0
A Hierarchical Neural Network for Sequence-to-Sequences Learning—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic—0
A parallel collection of clinical trials in Portuguese and English—0
BTG-based Machine Translation with Simple Reordering Model using Structured Perceptron—0
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts—0
Active Learning for Post-Editing Based Incrementally Retrained MT—0
Show:102550
← PrevPage 59 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