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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 71–80 of 551 papers

Title	Date	Tasks	Status	Hype
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation	Nov 1, 2021	Machine TranslationTranslation	—Unverified	0
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement	Oct 18, 2021	Machine TranslationSentence	—Unverified	0
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings	Oct 6, 2021	Cross-Lingual TransferWord Alignment	—Unverified	0
PortaSpeech: Portable and High-Quality Generative Text-to-Speech	Sep 30, 2021	text-to-speechText to Speech	CodeCode Available	2
Graph Algorithms for Multiparallel Word Alignment	Sep 13, 2021	Link PredictionMachine Translation	CodeCode Available	1
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions	Sep 13, 2021	DecoderMachine Translation	—Unverified	0
Mitigating Language-Dependent Ethnic Bias in BERT	Sep 13, 2021	Word Alignment	CodeCode Available	0
English-Arabic Cross-language Plagiarism Detection	Sep 1, 2021	Machine TranslationSentence	—Unverified	0
Optimizing Word Alignments with Better Subword Tokenization	Aug 1, 2021	Machine TranslationSentence	—Unverified	0
Machine Translation with Pre-specified Target-side Words Using a Semi-autoregressive Model	Aug 1, 2021	Machine TranslationSentence	—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