{"url":"/task/sign-language-production","name":"Sign Language Production","slug":"sign-language-production","description_markdown":"Sign Language Production (SLP) is the automatically translation from spoken language sentences into sign language sequences. Whilst Sign language Translation translates from sign to text, SLP is the opposite task from text to sign.","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":"archive_url"},"counts":{"papers_tagged":40,"papers_with_code":8,"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":3,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/how2sign","name":"How2Sign","full_name":"A Large-scale Multimodal Dataset for Continuous American Sign Language","num_papers_in_archive":44},{"url":"/dataset/lsfb-datasets","name":"LSFB Datasets","full_name":"French Belgian Sign Language Datasets","num_papers_in_archive":1},{"url":"/dataset/mediapi-rgb","name":"Mediapi-RGB","full_name":"Mediapi-RGB","num_papers_in_archive":1}],"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":8,"of":8,"tagged_in_all":40,"items":[{"url":"/paper/sign-idd-iconicity-disentangled-diffusion-for","title":"Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production","date":"2024-12-18","arxiv_id":"2412.13609","repositories_listed":1,"syntology":null},{"url":"/paper/empowering-sign-language-communication","title":"Empowering Sign Language Communication: Integrating Sentiment and Semantics for Facial Expression Synthesis","date":"2024-08-27","arxiv_id":"2408.15159","repositories_listed":1,"syntology":null},{"url":"/paper/sign-stitching-a-novel-approach-to-sign","title":"Sign Stitching: A Novel Approach to Sign Language Production","date":"2024-05-13","arxiv_id":"2405.07663","repositories_listed":1,"syntology":null},{"url":"/paper/a-data-driven-representation-for-sign","title":"A Data-Driven Representation for Sign Language Production","date":"2024-04-17","arxiv_id":"2404.11499","repositories_listed":1,"syntology":null},{"url":"/paper/signing-at-scale-learning-to-co-articulate","title":"Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production","date":"2022-03-29","arxiv_id":"2203.15354","repositories_listed":1,"syntology":null},{"url":"/paper/sign-language-production-a-review","title":"Sign Language Production: A Review","date":"2021-03-29","arxiv_id":"2103.15910","repositories_listed":1,"syntology":null},{"url":"/paper/how2sign-a-large-scale-multimodal-dataset-for","title":"How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language","date":"2020-08-18","arxiv_id":"2008.08143","repositories_listed":1,"syntology":null},{"url":"/paper/progressive-transformers-for-end-to-end-sign","title":"Progressive Transformers for End-to-End Sign Language Production","date":"2020-04-30","arxiv_id":"2004.14874","repositories_listed":1,"syntology":null}],"syntology_records":0,"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"}}