{"product_id":"automatic-generation-of-parallel-treebanks-von-ventsislav-zhechev","title":"Automatic Generation of Parallel Treebanks","description":"\u003cp\u003eThe need for syntactically annotated data for use in natural language  processing has increased dramatically in recent years. This is true  especially for parallel treebanks, of which very few exist. The ones that  exist are mainly hand-crafted and too small for reliable use in data- oriented applications. This work is targeted at the developers and users  of Machine Translation technology. It introduces a novel open-source  platform for the fast and robust automatic generation of parallel  treebanks through sub-tree alignment, using a limited amount of  external resources. The intrinsic and extrinsic evaluations that were  undertaken demonstrate that this system is a feasible alternative to the  manual annotation of parallel treebanks. Therefore, the presented  platform is expected to help boost research in the field of syntax- augmented machine translation and lead to advancements in other  fields where parallel treebanks can be employed.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838327952\"\u003e\u003ch3\u003eAn Efficient Unsupervised System\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838327952","offer_id":39469283541085,"sku":"9783838327952","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4ee9e880-1f44-4e19-b7a3-04276845ef09.jpg?v=1757826294","url":"https:\/\/shop.autorenwelt.de\/en\/products\/automatic-generation-of-parallel-treebanks-von-ventsislav-zhechev","provider":"Autorenwelt Shop","version":"1.0","type":"link"}