Wikipedia-based Image Text (WIT) Datasetis a largemultimodal multilingualdataset. WIT is composed of a curated set of 37.6 million entity rich image-text examples with 11.5 million unique images across 108 Wiki
Announcing WIT: A Wikipedia-Based Image-Text Dataset最新动态:Embedding quantization!🔥 ДайджестполезныхматериаловизмираМашинного..Web2Py - топовыйфреймворкв Python длясоздания.....
Code Issues Pull requests Redirect `.idk` domains using Wikipedia dns wikipedia wikipedia-api Updated May 10, 2024 Rust google-research-datasets / wit Star 1.1k Code Issues Pull requests WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ im...
are based on neural networks requiring examples to be trained and evaluated. We propose to leverage the scale of Wikipedia, and its millions of existing citations, to build WAFER, a training and evaluation dataset for our models (see an example citation from the dataset in theSupplementary Infor...
Document expansion for text-based image retrieval at WikipediaMM 2010 - Min, Leveling, et al. - 2010 () Citation Context ...image annotations into the language of the queries. Whereas this technique is applicable to the ImageCLEF dataset, it would be difficult to scale it up to Web size ...
Full size image 4.2 The evaluation of community detection This study evaluates the results of community detection by calculating the mode proportion of 24 communities based on three categories: proper nouns, person, and organization. Communities are comprised of nodes with strong connections and similari...
Each languages’ dataset (ca, eu, and sq) is imbalanced, with higher proportion of sentences that do not contain citations compared to those that do. In pool-based AL scenarios, imbalance can become more pronounced due to the model’s tendency to favor majority class examples, leading to a...
Length of the image caption Studies in educational technologies have found that the us- age of captions marginally enhances the usefulness of text illustrations [17]. To opera- tionalize the presence of captions as a contextual feature of the images in our dataset, we store the average number ...
more_vert Wikipedia Biographies Text Generation Dataset Wikipedia Biographies: Infobox and First Paragraphs Texts Data CardCode (1)Discussion (0)Suggestions (0) Oh no! Something went wrong! If the issue persists, it's likely a problem on our side. ...
Finally, a quality evaluation of Wikipedia articles can also be based on special quality flaw templates [10]. The second group of studies—user-based—is related to editors' behavior. These aim to analyze how the user skills, experience, and coordination of their activities affect the quality ...