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 10401–10450 of 10752 papers

TitleStatusHype
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation—0
Variable-Length Word Encodings for Neural Translation Models—0
Variable Mini-Batch Sizing and Pre-Trained Embeddings—0
XMU Neural Machine Translation Systems for WAT2018 Myanmar-English Translation Task—0
Variational Inference and Deep Generative Models—0
XNLI 2.0: Improving XNLI dataset and performance on Cross Lingual Understanding (XLU)—0
Variational Neural Machine Translation with Normalizing Flows—0
Variational Recurrent Neural Machine Translation—0
The JHU Machine Translation Systems for WMT 2017—0
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora—0
VARTRA: A Comparable Corpus for Analysis of Translation Variation—0
The JHU Machine Translation Systems for WMT 2018—0
The IWSLT 2021 BUT Speech Translation Systems—0
VBD-MT Chinese-Vietnamese Translation Systems for VLSP 2022—0
Vecalign: Improved Sentence Alignment in Linear Time and Space—0
Vector Representations of Idioms in Conversational Systems—0
Vector Space Model for Adaptation in Statistical Machine Translation—0
Vector Space Models for Phrase-based Machine Translation—0
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications—0
The IWSLT 2018 Evaluation Campaign—0
Verbframator:Semi-Automatic Verb Frame Annotator Tool with Special Reference to Marathi—0
Verb sense disambiguation in Machine Translation—0
Verb Temporality Analysis using Reichenbach's Tense System—0
Zero-shot Speech Translation—0
Verification of deep probabilistic models—0
VERTa: a Linguistically-motivated Metric at the WMT15 Metrics Task—0
VERTa participation in the WMT14 Metrics Task—0
The IWSLT 2016 Evaluation Campaign—0
Very Large-Scale Lexical Resources to Enhance Chinese and Japanese Machine Translation—0
Very-large Scale Parsing and Normalization of Wiktionary Morphological Paradigms—0
Very Low Resource Sentence Alignment: Luhya and Swahili—0
Very Low Resource Sentence Alignment: Luhya and Swahili—0
The IIIT-H Gujarati-English Machine Translation System for WMT19—0
ViBidirectionMT-Eval: Machine Translation for Vietnamese-Chinese and Vietnamese-Lao language pair—0
The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment—0
The IWSLT 2011 Evaluation Campaign on Automatic Talk Translation—0
VideoDubber: Machine Translation with Speech-Aware Length Control for Video Dubbing—0
Video-guided Machine Translation with Spatial Hierarchical Attention Network—0
Zero-shot translation among Indian languages—0
Video Understanding as Machine Translation—0
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation—0
Vietnamese-English Translation with Transformer and Back Translation in VLSP 2020 Machine Translation Shared Task—0
Vietnamese Text Accent Restoration with Statistical Machine Translation—0
Vietnamese to Chinese Machine Translation via Chinese Character as Pivot—0
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens—0
The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation—0
The ITU Faroese Pairs Dataset—0
Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output—0
The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation—0
The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation—0
Show:102550
← PrevPage 209 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