[EMNLP 2020] Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)
☆398Nov 7, 2023Updated 2 years ago
Alternatives and similar repositories for simalign
Users that are interested in simalign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A neural word aligner based on multilingual BERT☆376Mar 10, 2022Updated 4 years ago
- Efficient Low-Memory Aligner☆146Jan 15, 2025Updated last year
- Simple, fast unsupervised word aligner☆769Jul 19, 2022Updated 3 years ago
- A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT☆26Jan 27, 2021Updated 5 years ago
- Scripts to preprocess training and test data and to run fast_align and giza☆107Nov 2, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for our paper "Mask-Align: Self-Supervised Neural Word Alignment" in ACL 2021☆61May 10, 2021Updated 5 years ago
- A framework to learn cross-lingual word embedding mappings☆655Apr 22, 2023Updated 3 years ago
- ParCourE - Parallel Corpus Explorer☆12Dec 27, 2021Updated 4 years ago
- OpusFilter - Parallel corpus processing toolkit☆115Jun 24, 2026Updated last week
- SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP☆15Mar 24, 2021Updated 5 years ago
- Transformer based translation quality estimation☆114Jul 20, 2023Updated 2 years ago
- A Neural Framework for MT Evaluation☆766Apr 21, 2026Updated 2 months ago
- Bicleaner is a parallel corpus classifier/cleaner that aims at detecting noisy sentence pairs in a parallel corpus.☆160Jun 18, 2024Updated 2 years ago
- Efficient Markov Chain word alignment☆53Aug 1, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models☆11Jan 19, 2024Updated 2 years ago
- Python source code for EMNLP 2020 paper "Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT".☆35Mar 16, 2022Updated 4 years ago
- Bicleaner fork that uses neural networks☆40Feb 23, 2026Updated 4 months ago
- Language-Agnostic SEntence Representations☆3,662May 2, 2024Updated 2 years ago
- Python port of Moses tokenizer, truecaser and normalizer☆497Feb 6, 2026Updated 5 months ago
- Improved Sentence Alignment in Linear Time and Space☆199Mar 6, 2023Updated 3 years ago
- Curriculum training☆22Jun 25, 2025Updated last year
- GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package al…☆274Nov 18, 2025Updated 7 months ago
- ☆36Aug 25, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Open-Source Machine Translation Quality Estimation in PyTorch☆233Jun 23, 2022Updated 4 years ago
- PyTorch source code of NAACL 2021 paper "Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Tran…☆18Oct 18, 2022Updated 3 years ago
- A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB te…☆307Updated this week
- Facebook Low Resource (FLoRes) MT Benchmark☆770Nov 20, 2023Updated 2 years ago
- ☆14Sep 10, 2021Updated 4 years ago
- Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework☆52Feb 1, 2020Updated 6 years ago
- A tool that locates, downloads, and extracts machine translation corpora☆165Apr 13, 2026Updated 2 months ago
- A tool for holistic analysis of language generations systems☆471Sep 22, 2025Updated 9 months ago
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆318May 28, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- OpusCleaner is a web interface that helps you select, clean and schedule your data for training machine translation models.☆58Feb 3, 2026Updated 5 months ago
- NTREX -- News Test References for MT Evaluation☆87Jun 5, 2024Updated 2 years ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆791Aug 4, 2023Updated 2 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆651Jan 4, 2023Updated 3 years ago
- Bitextor generates translation memories from multilingual websites☆299Nov 11, 2024Updated last year
- Efficient teacher-student models and scripts to make them☆57Dec 16, 2023Updated 2 years ago
- Machine-Translation-based sentence alignment tool for parallel text☆316Mar 18, 2021Updated 5 years ago