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Word Alignment

Word Alignment is the task of finding the correspondence between source and target words in a pair of sentences that are translations of each other.

Source: Neural Network-based Word Alignment through Score Aggregation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 291–300 of 551 papers

Title	Date	Tasks	Status	Hype
Word Alignment without NULL Words	Aug 1, 2016	Language ModelingLanguage Modelling	—Unverified	0
Word Order Typology through Multilingual Word Alignment	Jul 1, 2015	Dependency ParsingTransfer Learning	—Unverified	0
WSD2: Parameter optimisation for Memory-based Cross-Lingual Word-Sense Disambiguation	Jun 1, 2013	Word AlignmentWord Sense Disambiguation	—Unverified	0
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment	Apr 17, 2021	Machine TranslationMultilingual NLP	—Unverified	0
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders	Dec 31, 2020	Language ModelingLanguage Modelling	—Unverified	0
XMEANT: Better semantic MT evaluation without reference translations	Jun 1, 2014	Word Alignment	—Unverified	0
Yandex School of Data Analysis Machine Translation Systems for WMT13	Aug 1, 2013	Machine TranslationSpelling Correction	—Unverified	0
Yandex School of Data Analysis Russian-English Machine Translation System for WMT14	Jun 1, 2014	Language ModellingMachine Translation	—Unverified	0
Yet Another Symmetrical and Real-time Word Alignment Method: Hierarchical Sub-sentential Alignment using F-measure	Oct 1, 2016	Machine TranslationWord Alignment	—Unverified	0
ZAP: An Open-Source Multilingual Annotation Projection Framework	May 1, 2018	Word Alignment	—Unverified	0

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All datasets en-es en-fr es-en fr-en en-it MUSE en-de MUSE en-pt

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	84.26	—	Unverified
2	Adv - Refine - CSLS	P@1	81.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	82.94	—	Unverified
2	Adv - Refine - CSLS	P@1	82.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	83.5	—	Unverified
2	Adv - Refine - CSLS	P@1	83.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	83.23	—	Unverified
2	Adv - Refine - CSLS	P@1	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	81.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	74.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	84.65	—	Unverified