GloVe embeddings - unknown / out-of-vocabulary token
I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
https://nlp.stanford.edu/projects/glove/
I found this on SO: What is "unk" in glove.6B.50d.txt?
The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!
So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?
neural-network deep-learning nlp word-embedding glove
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
add a comment |
I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
https://nlp.stanford.edu/projects/glove/
I found this on SO: What is "unk" in glove.6B.50d.txt?
The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!
So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?
neural-network deep-learning nlp word-embedding glove
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
add a comment |
I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
https://nlp.stanford.edu/projects/glove/
I found this on SO: What is "unk" in glove.6B.50d.txt?
The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!
So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?
neural-network deep-learning nlp word-embedding glove
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
https://nlp.stanford.edu/projects/glove/
I found this on SO: What is "unk" in glove.6B.50d.txt?
The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!
So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?
neural-network deep-learning nlp word-embedding glove
neural-network deep-learning nlp word-embedding glove
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
edited Nov 17 '18 at 8:24
blue-phoenox
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,09191543
4,09191543
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53306599%2fglove-embeddings-unknown-out-of-vocabulary-token%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53306599%2fglove-embeddings-unknown-out-of-vocabulary-token%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
