All Questions
Tagged with sentence-similarity machine-learning
13 questions
0
votes
1
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94
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Different results for the same epoch using different number of total epochs
I am training a Machine Learning model for STS task using the Sentence Transformers library.
When I was testing it, I noticed that my model generated different results for the same number of epochs ...
0
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0
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31
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System.AccessViolationException: Attempted to read or write protected memory at TorchSharp.PInvoke.LibTorchSharp.THSGenerator_manual_seed
I was trying to reproduce the example of ML.Net: machinelearning-samples/samples/csharp/getting-started/MLNET2/SentenceSimilarity and I got the following error :
Fatal error. System....
- 31
0
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0
answers
50
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Matching strings with high similarity using Sentence Similarity NLP
So, currently I'm have a list of vectors in my database, and I'm getting data from an API, from that API I loop over each of strings provided converting it to a vector & matching the most similar ...
- 1
-2
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1
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395
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Find Similarity on Excel Column - Brand, Product Name and Weight
I'll try to explain you, as far as I can, my new Python Challenge!
We have two datasets in Excell for two different Retailer (supermarket) and in each of them there are some information about their ...
1
vote
1
answer
7k
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Quickly performing cosine similarity with list of embeddings
I have a list phrases for each of which I want to get the top most match from a set of 25k embedding vectors (emb2_list). I am using cosine similarity for this purpose. Following is the code:
from ...
- 2,154
2
votes
1
answer
2k
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Bert sentence-transformers stops/quits during fine tuning
I am following BERT instructions to fine tune as described here
Here is my code:
from sentence_transformers import SentenceTransformer, SentencesDataset, InputExample, losses, evaluation
from torch....
- 1,000
-4
votes
1
answer
3k
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Sentence meaning similarity in python
I want to calculate the sentence meaning similarity. I am using cosine similarity but this method does not fulfill my needs.
For example, if I have these two sentences.
He and his father are very ...
- 476
0
votes
2
answers
854
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How to find text similarity within millions of entries?
Having used Spacy to find similarity across few texts, now I'm trying to find similar texts in millions of entries (instantaneously).
I have an app with millions of texts and I'd like to present the ...
- 617
-1
votes
1
answer
492
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Computing a similarity score for a set of sentences
My team does a lot of chatbot training, and I'm trying to come up with some tools to improve the quality of our work. In chatbot training, it is really important to train intents with diverse ...
-1
votes
1
answer
64
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What is the best way to model document similarity between different string parameters?
I have a problem of predicting solutions to problems faced by users.
The problem setting is like this:
We have a database of problems and solutions. For each problem we have three parameters to ...
- 2,154
0
votes
0
answers
135
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reduce a list of string values by similarity score
I am facing a machine learning problem; Learning data consists of numeric, categorical and dates. I started training only based on numerics and dates (that I converted to numeric using epoch, week day,...
- 881
-3
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1
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1k
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Similarity between two sentences using word2vec [closed]
sentence1 = "this is a sentence"
sentence2 = "this is sentence 2"
i want to find similarity between these two sentence . could somebody help me out with a complete code of it using Word2Vec
- 15
-1
votes
1
answer
399
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Fuzzy matching sentences to stanzas
I have lyrics from srt subtitle files. If I want to match them to stanzas from another lyrics website, what is the best approach to this?
My approach has been taking tf-idf vector each lyric line and ...
- 3,748