WordNet VS Collins English Dictionary

TL;DR: The authors pretrain the model to classify images into Wordnet synsets[a] that appear in the caption, using a standard Cross Entropy loss. They keep the number of classes relatively small by removing any synsets that don't show up in captions at least 500 times in the dataset. It seems to work well. My immediate question is: Why not classify among the entire hierarchy of all Wordnet synsets? --- [a]... - Source: Hacker News / 9 days ago

To operationalize this intuition, the Microsoft and UC Berkeley researchers use WordNet and Wiktionary to augment the text in image-text pairs. The concept itself is augmented for isolated concepts, such as the class labels in ImageNet, whereas for captions (such as from GCC), the least common noun phrase is augmented. Equipped with this additional structured knowledge, contrastively pretrained models exhibit... - Source: dev.to / about 2 months ago

If you like this, definitely check out WordNet (https://wordnet.princeton.edu/). - Source: Hacker News / 4 months ago

I didn't understand well what you meant, but maybe this site can help you: https://wordnet.princeton.edu/. Source: about 1 year ago

What I'd do is work with a huge database like WordNet and then try to "extrapolate" BIP39 to 4096 words by creating queries against WordNet to obtain words meeting the constraints you'd like to keep. Source: over 1 year ago

"The practice of carrying out or watching sexual activities in semi-secluded locations such as parks or car parks" as copy+pasted from the collinsdictionary.com website. Source: 12 months ago

Collinsdictionary.com and reverso.net: Quick ways to translate words and texts from English to Italian and vice versa. Collins has genders, pronunciations and conjugation as well. Source: about 1 year ago

For me, the method depends mainly from the resources I have. For Spanish I'm using spanishdict.com and it has a convienient way to create lists of words, so I just save a new word I see and then after some time I convert that into flashcards. For German I'm using collinsdictionary.com which I use as a normal dictionary, so usually I either create new cards while immersing myself or write them down to a file and... Source: about 1 year ago

The best way to improve your vocabulary is to read more. Read good-quality material (classic novels and quality newspapers, not social media or tabloids). Whenever you encounter a word you don't know, look it up in a dictionary and note what it means in the context of what you are reading. (Don't just Google it as you can't be sure that what you find is true.) If you don't own a dictionary, then... Source: almost 2 years ago

The definition I have found is "a heavy war engine used formerly for hurling stones, etc" (collinsdictionary.com, 5/22). Source: about 2 years ago