Datasets:
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README.md
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- ro
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- ja
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- la
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- cs
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path: documents/en-fr/dev.json
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- split: test
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path: documents/en-fr/test.json
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- config_name: en-ro
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data_files:
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- split: dev
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path: documents/en-ro/dev.json
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- split: test
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path: documents/en-ro/test.json
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- config_name: en-ja
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data_files:
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- split: dev
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path: documents/en-ja/dev.json
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- split: test
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path: documents/en-ja/test.json
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- config_name: en-zh
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data_files:
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- split: dev
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path: documents/en-zh/dev.json
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- split: test
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path: documents/en-zh/test.json
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- config_name: la-gr
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data_files:
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- split: dev
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path: documents/la-gr/dev.json
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- split: test
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path: documents/la-gr/test.json
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- config_name: en-cz
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data_files:
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- split: test
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# Document-Level Word Alignment
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Document-level word alignment data for
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Document-level examples are built by grouping sentence-level annotations by document membership and sentence order; the dataset does not contain new human annotation beyond what already exists in the source corpora (see [Sources & Licensing](#sources--licensing)). A matching sentence-level version of this data is used in the accompanying paper but is not included in this release.
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This dataset accompanies the paper *"Scaling Unsupervised Word Alignment to Documents with Structural Constraints"* (\[citation TODO\]).
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> **Draft / unpublished:** this repository is currently private and not part of any public release. Remove this notice once finalized for public/camera-ready release.
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## Dataset Structure
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Each configuration corresponds to a language pair, e.g. `en-ja`. Each row is one document pair
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### Data Fields
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### Dataset Statistics (dev / test)
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| Lang pair | Docs (dev/test) |
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| en-fr | 1 / 1 |
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| en-ro | 1 / 10 |
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| en-ja | 8 / 7 |
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| en-zh | 47 / 52 |
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| la-gr | 1 / 1 |
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| en-cz | — / 33 |
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Lengths are target-side (`text_b`) character counts.
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## Sources & Licensing
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This is a derived/reconstructed dataset. Each language pair originates from a separate, independently licensed source.
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| Lang pair | Original source | License | Required attribution |
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| en-ja | KFTT alignment data (Neubig, Kyoto Free Translation Task) | CC BY-SA 3.0 | Graham Neubig, [phontron.com/kftt](http://www.phontron.com/kftt) |
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| la-gr, en-gr, pt-gr\* | Ugarit Alignment Gold Standards (Palladino, Shamsian, Yousef et al.) | CC BY-SA 4.0 | Palladino, C., Shamsian, F., Yousef, T., Wright, D.J., d'Orange Ferreira, A. and dos Reis, M.F., 2023. *Translation Alignment for Ancient Greek: Annotation Guidelines and Gold Standards.* Journal of Open Humanities Data, 9(1), p.22. |
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| en-fr, en-ro | Mihalcea & Pedersen, HLT-NAACL 2003 Workshop *"Building and Using Parallel Texts"* shared task | Not formally specified by the source; \[maintainer note: confirm redistribution terms with original organizers before release\] | Mihalcea, R. and Pedersen, T., 2003. *An evaluation exercise for word alignment.* Proceedings of the HLT-NAACL 2003 Workshop on Building and Using Parallel Texts. |
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| en-zh | Tsinghua Aligner evaluation set (Liu, Xue et al.) | Not formally specified by the source; \[maintainer note: confirm redistribution terms with original authors before release\] | Liu, Y. and Xue, X. |
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| en-cz | Word alignment gold data based on Mareček's diploma thesis, distributed via LINDAT | \[maintainer note: verify exact LINDAT license before release\] | Mareček, D., 2011. *Automatic Alignment of Tectogrammatical Trees from Czech-English Parallel Corpus.* Diploma thesis. |
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*
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## Dataset Creation
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Document-level examples were constructed by concatenating sentence-level source/target texts within a document in their original order and re-indexing `sure_align`/`possible_align` accordingly.
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## Limitations
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- Document structures in this dataset are reconstructed from sentence-level annotations and are consequently near-monotonic; they do not reflect reordering, insertion, or deletion phenomena that occur in naturally-authored document pairs.
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- Sentence-level annotation may not capture document-level phenomena such as long-range reordering, cross-sentence dependencies, or omissions/additions spanning multiple sentences.
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- Some splits contain very few document pairs (`en-fr` test: 1 document; `la-gr` test: 1 document), limiting the statistical reliability of document-level, per-language-pair evaluation on these pairs.
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- `en-cz` has no dev split; hyperparameter selection for this pair in the accompanying paper was transferred from other language pairs rather than tuned directly.
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## Citation
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- ro
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- ja
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- zh
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- gr
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- la
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- pt
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- cs
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path: documents/en-fr/dev.json
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- split: test
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path: documents/en-fr/test.json
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- config_name: en-ro
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data_files:
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- split: dev
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path: documents/en-ro/dev.json
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- split: test
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path: documents/en-ro/test.json
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- config_name: en-ja
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data_files:
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- split: dev
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path: documents/en-ja/dev.json
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- split: test
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path: documents/en-ja/test.json
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- config_name: en-zh
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data_files:
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- split: dev
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path: documents/en-zh/dev.json
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- split: test
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path: documents/en-zh/test.json
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- config_name: la-gr
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data_files:
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- split: dev
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path: documents/la-gr/dev.json
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- split: test
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path: documents/la-gr/test.json
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- config_name: en-gr
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data_files:
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- split: dev
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path: documents/en-gr/dev.json
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- split: test
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path: documents/en-gr/test.json
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- config_name: pt-gr
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data_files:
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- split: dev
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path: documents/pt-gr/dev.json
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- split: test
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path: documents/pt-gr/test.json
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- config_name: en-cz
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data_files:
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- split: test
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# Document-Level Word Alignment
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Document-level word alignment data for eight language pairs — English–French (en-fr), English–Romanian (en-ro), English–Japanese (en-ja), English–Chinese (en-zh), Latin–Ancient Greek (la-gr), English–Ancient Greek (en-gr), Portuguese–Ancient Greek (pt-gr), and English–Czech (en-cz) — reconstructed from existing sentence-level, human-annotated word alignment gold standards.
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Document-level examples are built by grouping sentence-level annotations by document membership and sentence order; the dataset does not contain new human annotation beyond what already exists in the source corpora (see [Sources & Licensing](#sources--licensing)).
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This dataset accompanies the paper *"Scaling Unsupervised Word Alignment to Documents with Structural Constraints"* (\[citation TODO\]).
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## Dataset Structure
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Each configuration corresponds to a language pair, e.g. `en-ja`. Each row is one document pair. Splits are `dev` and `test`, except `en-cz`, which is test-only.
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### Data Fields
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### Dataset Statistics (dev / test)
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| Lang pair | Docs (dev/test) | Mean doc length (chars) |
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|---|---:|---:|
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| en-fr | 1 / 1 | 22,408 |
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| en-ro | 1 / 10 | 2,901 |
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| en-ja | 8 / 7 | 5,516 |
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| en-zh | 47 / 52 | 646 |
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| la-gr | 1 / 1 | 5,837 |
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| en-cz | — / 33 | 6,318 |
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Lengths are target-side (`text_b`) character counts.
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## Sources & Licensing
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This is a derived/reconstructed dataset. Each language pair originates from a separate, independently licensed source.
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| Lang pair | Source | License |
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| en-ja | [Neubig (2011)](https://www.phontron.com/kftt) | CC BY-SA 3.0 |
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| la-gr, en-gr, pt-gr\* | [Yousef et al. (2022)](https://aclanthology.org/2022.lrec-1.634/) | CC BY-SA 4.0 |
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| en-fr, en-ro | [Mihalcea & Pedersen (2003)](https://aclanthology.org/W03-0301/) | Not specified by the source |
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| en-zh | [Liu and Sun (2015)](https://nlp.csai.tsinghua.edu.cn/~ly/systems/TsinghuaAligner/TsinghuaAligner.html) | Not specified by the source |
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| en-cz | [Mareček (2011)](https://ufal.mff.cuni.cz/czech-english-manual-word-alignment) | CC BY-SA 4.0 |
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\* `en-gr` and `pt-gr` are included in the raw data but excluded from the paper's evaluation; included here for completeness.
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## Dataset Creation
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Document-level examples were constructed by concatenating sentence-level source/target texts within a document in their original order and re-indexing `sure_align`/`possible_align` accordingly.
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## Citation
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