Tag: word2vec

25 How can I get a measure of the semantic similarity of words? 2016-07-19T21:54:34.713

22 Best practical algorithm for sentence similarity 2017-11-23T14:40:25.603

21 Doc2Vec - How to label the paragraphs (gensim) 2016-02-12T02:22:01.940

19 How to initialize a new word2vec model with pre-trained model weights? 2016-03-14T09:47:28.813

19 BERT vs Word2VEC: Is bert disambiguating the meaning of the word vector? 2019-06-21T16:25:16.710

15 Number of epochs in Gensim Word2Vec implementation 2016-01-17T13:14:44.827

13 Can we take of benefit of using transfer learning while training a word2vec models? 2016-03-10T21:01:20.697

12 Document classification using convolutional neural network 2016-04-11T09:10:18.440

11 Word2Vec embeddings with TF-IDF 2018-03-04T12:07:33.313

11 Why do we need 2 matrices for word2vec or GloVe 2018-03-13T10:05:57.480

10 How much training data does Word2Vec need? 2015-07-22T22:34:43.403

10 Are Word2Vec and Doc2Vec both distributional representation or distributed representation? 2016-03-20T19:18:18.573

10 How to overcome training example's different lengths when working with Word Embeddings (word2vec) 2016-08-01T10:03:07.317

10 Features of word vectors in Word2Vec 2016-09-09T19:32:42.193

10 What is the difference between fasttext and DANs in document classification? 2017-04-01T19:48:42.537

10 What is the feature matrix in word2vec? 2017-06-21T07:00:51.717

10 Word2Vec how to choose the embedding size parameter 2019-05-04T23:29:32.420

9 What is the difference between and Embedding Layer and an Autoencoder? 2019-06-21T15:52:36.537

8 Averaging two Word2vec vectors to obtain a unified representation for single word 2016-05-11T20:27:05.973

7 How to handle negative words in word2vec? 2016-12-17T11:36:12.127

7 Why does spark.ml.feautures.Word2Vec vectorize sentences instead of single words? 2018-07-27T15:53:51.907

6 Word2Vec: Using pre-trained models 2016-11-28T13:28:25.440

6 Word embedding/Word2vec for POS tagging 2017-01-18T02:02:18.210

6 what actually word embedding dimensions values represent? 2018-04-09T11:01:02.373

5 Can we compare a word2vec vector with a doc2vec vector? 2016-01-18T05:37:40.897

5 Using several documents with word2vec 2016-04-07T01:38:43.780

5 Word2Vec Alternative for Smaller Datasets 2017-06-02T17:52:18.740

5 What are the advantages of Skip-Gram methods? 2017-08-30T08:54:29.443

5 What algorithm can help me discover synonyms? 2017-09-23T18:53:31.323

5 Accuracy and loss don't change in CNN. Is it over-fitting? 2018-04-27T09:19:40.337

5 Are word embeddings further updated during training for document classification? 2018-09-10T07:07:31.263

5 meaning of fine-tuning in nlp task 2019-05-27T15:48:21.827

5 Difference between Gensim word2vec and keras Embedding layer 2019-10-11T13:25:38.687

4 How word2vec understands the relationship between numbers? 2016-12-13T16:03:43.037

4 Weighted sum of word vectors for document similarity 2017-11-17T12:49:44.847

4 Word embedding vectors for keyphrase extraction 2017-12-17T07:44:06.213

4 Full Doc2Vec Implementation/Repdoduction in TensorFlow? 2018-01-11T18:00:19.167

4 Why do good word embeddings come out of maximizing cosine similarity? 2018-01-25T10:41:25.267

4 Does it make sense that datetime encodes one-hot-vector like one-hot-encoding or something else like 2018-01-31T05:28:24.743

4 Confusion about Keras' skipgram and sampling table utilities 2018-03-18T05:30:29.403

4 Skipgram - multiple formulations? 2018-04-09T14:55:46.970

4 Can CBOW model only accept fixed number of words? 2018-04-09T15:42:16.253

4 Automatic code checking 2018-04-27T11:16:24.043

4 Character Level Embeddings 2018-08-23T20:01:00.760

4 Why ELMo's word embedding can represent the word better than glove? 2018-12-05T03:09:24.323

4 Reason: Average word vector embedding encodes word content and word order effectively 2019-06-24T10:50:18.513

3 how to provide alternate for a word in corpus for word2vec model 2016-01-30T16:51:26.207

3 How to retrive the results saved in model of gensim? 2016-02-06T17:34:16.887

3 how much text data is required for a meaningful use of word2vec 2016-07-27T15:38:08.720

3 Solution for in Time/Space Complexity challenge in Recommendation System? 2016-08-08T05:45:31.677

3 Document similarity: Vector embedding versus BoW performance? 2017-03-07T21:24:26.520

3 In doc2vec, how to model correctly when many documents share the same label? 2017-05-22T06:13:09.000

3 Understanding Word Embeddings 2017-06-01T13:33:51.617

3 Which algorithm Doc2Vec uses? 2017-07-10T07:27:38.650

3 When to use different Word2Vec training approaches? 2018-01-08T23:33:46.703

3 Vocabulary List From word2vec and GloVe 2018-01-14T22:06:42.957

3 What's the proper Word2vec model to get pre-trained word embedding for a classification task? 2018-01-19T20:13:37.830

3 Training Doc2Vec and Word2Vec at the same time 2018-02-08T17:19:58.883

3 What is the minimum number of times a word needs to appear in word2vec training corpus for quality results? 2018-05-07T20:01:01.310

3 can I use public pretrained word2vec, and continue train it for domain specific text? 2018-08-21T13:02:56.573

3 Word vectors to Sentence Vectors 2018-08-26T19:12:47.183

3 Creating similarity metric with Doc2Vec and additional features 2018-09-27T20:52:25.110

3 How to implement word to word Co-occurence matrix in python 2018-10-22T13:19:13.287

3 Why does all of NLP literature use Noise contrastive estimation loss for negative sampling instead of sampled softmax loss? 2019-03-28T20:44:47.353

3 How to train an existing word2vec gensim model on new words? 2019-04-16T21:21:29.960

3 word2vec word embeddings creates very distant vectors, closest similarity is still very far 2019-05-31T10:35:45.530

3 Word embedding of a new word which was not in training 2019-07-01T03:30:30.787

3 Can 2 different OOV words get the same vector in FastText? 2019-12-19T05:40:21.270

3 What are machine learning/deep learning models for generating contextually related words and synonyms? 2020-03-19T14:36:36.667

3 Word2Vec: Why do some dimensions of an embedding have an interpretation, and why does addition/subtraction of embedding vectors work? 2020-12-24T08:22:52.393

3 Dot product for similarity in word to vector computation in NLP 2021-01-14T15:55:34.657

2 Does traning the Word2Vec model multiple times affect `min_count` parameter? 2016-03-03T16:25:23.677

2 Is there any advanced collocation tool based on NLP+DL? 2016-04-30T15:01:32.823

2 word2vec -storing a word and its vector yet be able to efficiently run k-nearest neighbour 2016-07-08T04:02:19.263

2 Obtaining frequently occurring phrases using Word2Vec 2016-08-28T10:07:15.910

2 Gensim word2vec training error on tweets 2017-04-19T05:24:04.290

2 Convert Word to Semantic Prime 2017-04-26T15:53:56.830

2 Learning character embeddings with GenSim 2017-06-05T14:16:31.977

2 What is Word2Vec approach 2017-08-30T07:25:12.133

2 How does Phrases in Gensim work? 2017-12-10T02:06:24.947

2 Use pretrained word vectors over custom trained word2vecs 2018-02-24T05:25:52.463

2 Image Embeddings - Negative Sampling and Imbalanced Class Issues 2018-04-12T09:09:26.407

2 In Word2Vec, how to the vector values translate back to related words? 2018-04-24T07:29:07.937

2 Automatic Semantic Clustering and Tagging of sentences using NLP 2018-05-24T14:46:29.343

2 Clustering with arrays / vectors as features? 2018-05-29T14:30:41.613

2 Semi Supervised Learning without label propagation 2018-08-07T13:15:44.670

2 Learning word embeddings using RNN 2018-08-17T12:37:04.573

2 How to count number of word embeddings in Gensim Word2Vec model 2018-08-18T18:36:24.403

2 word2vec - log in the objective softmax function 2018-08-26T10:45:34.280

2 How to implement LSTM using Doc2Vec vectors? 2018-08-26T17:48:55.780

2 Predicting topics for customer reviews based on topics mapped to n-grams? 2018-09-28T07:05:03.847

2 Sequence models word2vec 2018-10-18T16:15:42.563

2 Multi Class Classification on large dataset with over 600 classes 2018-11-29T14:17:52.277

2 Updating Google News Word2vec Word Embedding? 2018-12-05T10:13:41.630

2 Is it possible to use word2Vec to derive hyperonymy (hyponymy or ISA relation)? 2018-12-12T17:01:59.957

2 Why activation function is not needed during the runtime of an Word2Vec model 2019-01-03T19:10:53.677

2 Latent feature extraction using dnn and word2vec embeddings 2019-01-28T19:35:36.580

2 Using t-SNE to track progress of a word vector embedding model. Pitfalls? 2019-02-01T04:16:08.800

2 Embedding dimension size for a custom Word2Vec? 2019-06-25T14:17:25.350