Given an input phrase, is there a way I can find the most similar phrase within a document? The 2019 Stack Overflow Developer Survey Results Are InBest way to search for a similar document given the ngramFinding the top K most similar setsIs there a way to measure correlation between two similar datasets?Doc2vec(gensim) - How to calculate the most similar sentence and get its label?Deep Learning - Find most similar images - Triplets vs PairsFinding the most phonetically similar word from WordNetWhat would be the best way to map similar ngramsany efficient way to find surrounding adjective/verbs with respect to the target phrase in python [updated]?Is there a way to automatically generate a string given an input of another string?How can I find the perplexity of a text by the perplexity of its sentences?
What do the Banks children have against barley water?
Recording with midi/synth vs actual instrument?
Can the Protection from Evil and Good spell be used on the caster?
Understanding the implication of what "well-defined" means for the operation in quotient group
What are the motivations for publishing new editions of an existing textbook, beyond new discoveries in a field?
What is the motivation for a law requiring 2 parties to consent for recording a conversation
Are USB sockets on wall outlets live all the time, even when the switch is off?
Geography at the pixel level
How long do I have to send my income tax payment to the IRS?
Not able to paste multiple components
Should I use my personal e-mail address, or my workplace one, when registering to external websites for work purposes?
Does a dangling wire really electrocute me if I'm standing in water?
Output the Arecibo Message
Why can Shazam fly?
Is bread bad for ducks?
How was Skylab's orbit inclination chosen?
Find number from a line and get the quotient
Could a US political party gain complete control over the government by removing checks & balances?
Why is Grand Jury testimony secret?
Differentiate between line ending within polygon and line passing all the way through polygon - QGIS
How to reverse every other sublist of a list?
I looked up a future colleague on LinkedIn before I started a job. I told my colleague about it and he seemed surprised. Should I apologize?
aging parents with no investments
I am seven letter word. Find me Who Am I?
Given an input phrase, is there a way I can find the most similar phrase within a document?
The 2019 Stack Overflow Developer Survey Results Are InBest way to search for a similar document given the ngramFinding the top K most similar setsIs there a way to measure correlation between two similar datasets?Doc2vec(gensim) - How to calculate the most similar sentence and get its label?Deep Learning - Find most similar images - Triplets vs PairsFinding the most phonetically similar word from WordNetWhat would be the best way to map similar ngramsany efficient way to find surrounding adjective/verbs with respect to the target phrase in python [updated]?Is there a way to automatically generate a string given an input of another string?How can I find the perplexity of a text by the perplexity of its sentences?
$begingroup$
I am completing a task where I need to retrieve the corresponding values to a set of given labels from many legal contracts.
For example, one of the labels is "Floating rate payment dates" and it's value will be a list of dates. Across the many contracts, the wording of this label can vary quite a bit (e.g. "Variable" instead of "Floating", etc.)
Is there any algorithm I can use that can take as input my "master" label and the entire document, search through the document and return the phrase (substring) from the document that is most similar to the master label?
I am open to any approaches, even the possibility of somehow applying SOTA techniques, such as Google's BERT model, if this is any way possible
nlp similarity natural-language-process
asked Mar 29 at 11:53
KOBKOB
1242
$endgroup$
add a comment |
$begingroup$
I am completing a task where I need to retrieve the corresponding values to a set of given labels from many legal contracts.
For example, one of the labels is "Floating rate payment dates" and it's value will be a list of dates. Across the many contracts, the wording of this label can vary quite a bit (e.g. "Variable" instead of "Floating", etc.)
Is there any algorithm I can use that can take as input my "master" label and the entire document, search through the document and return the phrase (substring) from the document that is most similar to the master label?
I am open to any approaches, even the possibility of somehow applying SOTA techniques, such as Google's BERT model, if this is any way possible
nlp similarity natural-language-process
asked Mar 29 at 11:53
KOBKOB
1242
$endgroup$
add a comment |
$begingroup$
I am completing a task where I need to retrieve the corresponding values to a set of given labels from many legal contracts.
For example, one of the labels is "Floating rate payment dates" and it's value will be a list of dates. Across the many contracts, the wording of this label can vary quite a bit (e.g. "Variable" instead of "Floating", etc.)
Is there any algorithm I can use that can take as input my "master" label and the entire document, search through the document and return the phrase (substring) from the document that is most similar to the master label?
I am open to any approaches, even the possibility of somehow applying SOTA techniques, such as Google's BERT model, if this is any way possible
nlp similarity natural-language-process
asked Mar 29 at 11:53
KOBKOB
1242
$endgroup$
I am completing a task where I need to retrieve the corresponding values to a set of given labels from many legal contracts.
For example, one of the labels is "Floating rate payment dates" and it's value will be a list of dates. Across the many contracts, the wording of this label can vary quite a bit (e.g. "Variable" instead of "Floating", etc.)
Is there any algorithm I can use that can take as input my "master" label and the entire document, search through the document and return the phrase (substring) from the document that is most similar to the master label?
I am open to any approaches, even the possibility of somehow applying SOTA techniques, such as Google's BERT model, if this is any way possible
nlp similarity natural-language-process
nlp similarity natural-language-process
asked Mar 29 at 11:53
KOBKOB
1242
asked Mar 29 at 11:53
KOBKOB
1242
asked Mar 29 at 11:53
KOBKOB
1242
asked Mar 29 at 11:53
KOBKOB
1242
asked Mar 29 at 11:53
KOBKOB
1242
1242
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function ()
return StackExchange.using("mathjaxEditing", function ()
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix)
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
);
);
, "mathjax-editing");
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
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: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
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%2fdatascience.stackexchange.com%2fquestions%2f48213%2fgiven-an-input-phrase-is-there-a-way-i-can-find-the-most-similar-phrase-within%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 Data Science Stack Exchange!
- 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.
Use MathJax to format equations. MathJax reference.
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%2fdatascience.stackexchange.com%2fquestions%2f48213%2fgiven-an-input-phrase-is-there-a-way-i-can-find-the-most-similar-phrase-within%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
