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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 1–10 of 551 papers

Title	Date	Tasks	Status	Hype
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment	Jan 1, 2024	cross-modal alignmentCross-Modal Retrieval	CodeCode Available	2
Aligning and Prompting Everything All at Once for Universal Visual Perception	Dec 4, 2023	AllObject	CodeCode Available	2
PortaSpeech: Portable and High-Quality Generative Text-to-Speech	Sep 30, 2021	text-to-speechText to Speech	CodeCode Available	2
BinaryAlign: Word Alignment as Binary Sequence Labeling	Jul 16, 2024	Word Alignment	CodeCode Available	1
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation	Apr 5, 2024	Contrastive LearningLanguage Modeling	CodeCode Available	1
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection	Oct 25, 2023	Objectobject-detection	CodeCode Available	1
On Bilingual Lexicon Induction with Large Language Models	Oct 21, 2023	Bilingual Lexicon InductionCross-Lingual Word Embeddings	CodeCode Available	1
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions	Aug 24, 2023	Instruction FollowingMachine Translation	CodeCode Available	1
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction	Jun 9, 2023	Word Alignment	CodeCode Available	1
Unbalanced Optimal Transport for Unbalanced Word Alignment	Jun 7, 2023	Semantic SimilaritySemantic Textual Similarity	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