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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 41–50 of 551 papers

Title	Date	Tasks	Status	Hype
Alignment-Based Neural Machine Translation	Aug 1, 2016	Machine TranslationSpeech Recognition	—Unverified	0
Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective	Oct 31, 2018	Cross-Lingual Word EmbeddingsWord Alignment	—Unverified	0
A Deep Neural Network Approach To Parallel Sentence Extraction	Sep 28, 2017	Feature EngineeringMachine Translation	—Unverified	0
Abu-MaTran at WMT 2014 Translation Task: Two-step Data Selection and RBMT-Style Synthetic Rules	Jun 1, 2014	Machine TranslationTranslation	—Unverified	0
A BiLSTM-based System for Cross-lingual Pronoun Prediction	Sep 1, 2017	General ClassificationMachine Translation	—Unverified	0
A Bayesian Model for Learning SCFGs with Discontiguous Rules	Jul 1, 2012	Machine TranslationWord Alignment	—Unverified	0
A Lightweight and High Performance Monolingual Word Aligner	Aug 1, 2013	Machine TranslationNatural Language Inference	—Unverified	0
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice	Apr 1, 2017	Word AlignmentWord Sense Disambiguation	—Unverified	0
A Simple Approach to Learning Unsupervised Multilingual Embeddings	Apr 10, 2020	Bilingual Lexicon InductionDependency Parsing	—Unverified	0
A Recursive Recurrent Neural Network for Statistical Machine Translation	Jun 1, 2014	ChunkingLanguage Modelling	—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