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 76–100 of 551 papers

Title	Date	Tasks	Status	Score
Do GPTs Produce Less Literal Translations?	May 26, 2023	Machine TranslationNMT	CodeCode Available	5
Does mBERT understand Romansh? Evaluating word embeddings using word alignment	Jun 14, 2023	SentenceWord Alignment	CodeCode Available	5
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry	Apr 18, 2021	de-enMachine Translation	CodeCode Available	5
GERNERMED++: Transfer Learning in German Medical NLP	Jun 29, 2022	Machine Translationnamed-entity-recognition	CodeCode Available	5
A Web-Based Interactive Tool for Creating, Inspecting, Editing, and Publishing Etymological Datasets	Apr 1, 2017	Word Alignment	CodeCode Available	5
Kneser-Ney Smoothing on Expected Counts	Jun 1, 2014	Domain AdaptationLanguage Modelling	CodeCode Available	5
Creating a Translation Matrix of the Bible's Names Across 591 Languages	May 1, 2018	Entity AlignmentMachine Translation	CodeCode Available	5
Constrained Decoding for Cross-lingual Label Projection	Feb 5, 2024	Cross-Lingual TransferEvent Argument Extraction	CodeCode Available	5
An Operation Sequence Model for Explainable Neural Machine Translation	Aug 29, 2018	Machine TranslationNMT	CodeCode Available	5
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages	Nov 23, 2021	named-entity-recognitionNamed Entity Recognition	CodeCode Available	5
Leveraging Neural Machine Translation for Word Alignment	Mar 31, 2021	DecoderMachine Translation	CodeCode Available	5
Adding Interpretable Attention to Neural Translation Models Improves Word Alignment	Jan 31, 2019	Machine TranslationTranslation	CodeCode Available	5
CombAlign: a Tool for Obtaining High-Quality Word Alignments	May 1, 2021	Vocal Bursts Intensity PredictionWord Alignment	CodeCode Available	5
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting	Nov 1, 2017	Learning Word EmbeddingsSemantic Textual Similarity	CodeCode Available	5
Mitigating Language-Dependent Ethnic Bias in BERT	Sep 13, 2021	Word Alignment	CodeCode Available	5
CEA LIST: Processing Low-Resource Languages for CoNLL 2018	Oct 1, 2018	Word AlignmentWord Embeddings	CodeCode Available	5
Accurate Word Alignment Induction from Neural Machine Translation	Apr 30, 2020	DecoderMachine Translation	CodeCode Available	5
Conditional Random Field Autoencoders for Unsupervised Structured Prediction	Nov 5, 2014	MULTI-VIEW LEARNINGPrediction	CodeCode Available	5
Cross-lingual Contextualized Phrase Retrieval	Mar 25, 2024	Contrastive LearningLanguage Modelling	CodeCode Available	5
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation	Jun 1, 2014	Machine TranslationSemantic Parsing	—Unverified	0
Augmenting String-to-Tree and Tree-to-String Translation with Non-Syntactic Phrases	Jun 1, 2014	Machine TranslationTranslation	—Unverified	0
Alignment by Bilingual Generation and Monolingual Derivation	Dec 1, 2012	Word Alignment	—Unverified	0
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions	Sep 13, 2021	DecoderMachine Translation	—Unverified	0
Alignment-based reordering for SMT	May 1, 2012	Machine TranslationPart-Of-Speech Tagging	—Unverified	0
A Discriminative Neural Model for Cross-Lingual Word Alignment	Sep 1, 2019	Machine TranslationNER	—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