{"url":"/task/text-attribute-transfer","name":"Text Attribute Transfer","slug":"text-attribute-transfer","description_markdown":"The goal of the **Text Attribute Transfer** task is to change an input text such that the value of a particular linguistic attribute of interest (e.g. language = English, sentiment = Positive) is transferred to a different desired value (e.g. language = French, sentiment = Negative). This task needs approaches that can disentangle the content from other linguistic attributes of the text.\n\n\n<span class=\"description-source\">Source: [Improved Neural Text Attribute Transfer with Non-parallel Data ](https://arxiv.org/abs/1711.09395)</span>","categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"derived"},"counts":{"papers_tagged":7,"papers_with_code":5,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":0,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":5,"of":5,"tagged_in_all":7,"items":[{"url":"/paper/delete-retrieve-generate-a-simple-approach-to","title":"Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer","date":"2018-04-17","arxiv_id":"1804.06437","repositories_listed":6,"syntology":{"n":8,"n_ran":0,"n_unverified":8,"n_pointer_only":0}},{"url":"/paper/unsupervised-text-style-transfer-via","title":"IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation","date":"2019-01-31","arxiv_id":"1901.11333","repositories_listed":3,"syntology":null},{"url":"/paper/deep-learning-for-text-attribute-transfer-a","title":"Deep Learning for Text Style Transfer: A Survey","date":"2020-11-01","arxiv_id":"2011.00416","repositories_listed":2,"syntology":null},{"url":"/paper/controllable-unsupervised-text-attribute","title":"Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation","date":"2019-05-30","arxiv_id":"1905.12926","repositories_listed":2,"syntology":{"n":8,"n_ran":3,"n_unverified":5,"n_pointer_only":0}},{"url":"/paper/rethinking-text-attribute-transfer-a-lexical","title":"Rethinking Text Attribute Transfer: A Lexical Analysis","date":"2019-09-26","arxiv_id":"1909.12335","repositories_listed":1,"syntology":null}],"syntology_records":2,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}