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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 121–130 of 551 papers

Title	Date	Tasks	Status	Hype
Building an English-Chinese Parallel Corpus Annotated with Sub-sentential Translation Techniques	May 1, 2020	Machine TranslationSentence	—Unverified	0
Line-a-line: A Tool for Annotating Word-Alignments	May 1, 2020	Multilingual Word EmbeddingsSentence	—Unverified	0
FrameNet Annotations Alignment using Attention-based Machine Translation	May 1, 2020	DecoderMachine Translation	—Unverified	0
Automatic Construction of Aramaic-Hebrew Translation Lexicon	May 1, 2020	SentenceTranslation	—Unverified	0
End-to-End Neural Word Alignment Outperforms GIZA++	Apr 30, 2020	Machine TranslationTranslation	—Unverified	0
Accurate Word Alignment Induction from Neural Machine Translation	Apr 30, 2020	DecoderMachine Translation	CodeCode Available	0
Word Rotator's Distance	Apr 30, 2020	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	1
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT	Apr 29, 2020	Question AnsweringSentence	—Unverified	0
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU	Apr 29, 2020	Cross-Lingual TransferGoal-Oriented Dialog	CodeCode Available	1
Conversational Word Embedding for Retrieval-Based Dialog System	Apr 28, 2020	Common Sense ReasoningMachine Translation	CodeCode Available	1

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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