SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 551 papers

TitleStatusHype
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions—0
Mitigating Language-Dependent Ethnic Bias in BERTCode0
English-Arabic Cross-language Plagiarism Detection—0
Optimizing Word Alignments with Better Subword Tokenization—0
Machine Translation with Pre-specified Target-side Words Using a Semi-autoregressive Model—0
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment—0
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective FeedbackCode1
Cross-Lingual Named Entity Recognition via FastAlign: a Case Study—0
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word AlignmentCode1
Neural semi-Markov CRF for Monolingual Word AlignmentCode1
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style TransferCode1
Cross-language Sentence Selection via Data Augmentation and Rationale Training—0
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic ResourcesCode1
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention—0
Word Alignment Dissimilarity Indicator: Alignment Links as Conceptualizations of a Focused Bilingual Lexicon—0
CombAlign: a Tool for Obtaining High-Quality Word AlignmentsCode0
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space GeometryCode0
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment—0
Zero-Shot Cross-lingual Semantic ParsingCode1
Sparse Attention with Linear UnitsCode1
Leveraging Neural Machine Translation for Word AlignmentCode0
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive LearningCode0
Bootstrapping Multilingual AMR with Contextual Word Alignments—0
Word Alignment by Fine-tuning Embeddings on Parallel CorporaCode1
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment—0
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All datasetsen-esen-fres-enfr-enen-itMUSE en-deMUSE en-pt

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@184.26—Unverified
2Adv - Refine - CSLSP@181.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@182.94—Unverified
2Adv - Refine - CSLSP@182.3—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@183.5—Unverified
2Adv - Refine - CSLSP@183.3—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@183.23—Unverified
2Adv - Refine - CSLSP@182.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@181.45—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@174.08—Unverified
#ModelMetricClaimedVerifiedStatus
1Barycenter AlignmentP@184.65—Unverified