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

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Showing 51–100 of 551 papers

TitleStatusHype
Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings—0
Correspondence Matters for Video Referring Expression ComprehensionCode1
GERNERMED++: Transfer Learning in German Medical NLPCode0
Atril: an XML Visualization System for Corpus Texts—0
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word AlignmentCode0
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine TranslationCode0
Structural Supervision for Word Alignment and Machine Translation—0
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?—0
Graph Neural Networks for Multiparallel Word Alignment—0
Improving Word Translation via Two-Stage Contrastive LearningCode1
Revitalize Region Feature for Democratizing Video-Language Pre-training of RetrievalCode1
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?—0
Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings—0
CL-NERIL: A Cross-Lingual Model for NER in Indian LanguagesCode0
Graph Neural Networks for Multiparallel Word Alignment—0
ATOGAN:Adaptive Training Objective Generative Adversarial Network for Cross-lingual Word Alignment in Non-Isomorphic Embedding Spaces—0
Improving Word Translation via Two-Stage Contrastive LearningCode1
Multi-Stage Framework with Refinement based Point Set Registration for Unsupervised Bi-Lingual Word Alignment—0
Small Model and In-Domain Data Are All You Need—0
Multilingual Sequence Labeling Approach to solve Lexical Normalization—0
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation—0
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement—0
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings—0
PortaSpeech: Portable and High-Quality Generative Text-to-SpeechCode2
Graph Algorithms for Multiparallel Word AlignmentCode1
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