This is the implementation of word aligner using Hidden Markov Model
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Updated
Jun 24, 2019 - Python
This is the implementation of word aligner using Hidden Markov Model
Word alignment methods to extract bi/multi -lingual lexica
A pipeline for POS tagging, sentence alignment, word alignment, and transliteration of texts in 30+ languages.
This project provide an API to perform word alignment
X-SRL Dataset. Including the code for the SRL annotation projection tool and an out-of-the-box word alignment tool based on Multilingual BERT embeddings.
Code for our paper "Mask-Align: Self-Supervised Neural Word Alignment" in ACL 2021
Assignment 1: Word Alignment in 'Statistical Machine Translation' course by Dr. Roee Aharoni at Bar-Ilan University.
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization (ACL 2019)
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries (ACL 2020)
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
Enhanced awesome-align for low-resource languages and noise simulation: https://arxiv.org/abs/2301.09685
Inference library and evaluation script for WSPAlign (https://github.com/qiyuw/WSPAlign)
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction, to appear at ACL 2023 main conference.
Demonstration of AI/neural word alignment of English & Japanese text using mBERT-based machine learning models.
Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.
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