Tag: word-embeddings

19 Intuitive explanation of Noise Contrastive Estimation (NCE) loss? 2016-08-05T03:36:04.553

14 Predicting a word using Word2vec model 2016-01-14T07:13:45.810

10 What is a better input for Word2Vec? 2015-11-08T04:17:56.450

10 How word2vec can be used to identify unseen words and relate them to already trained data 2015-12-26T03:47:48.800

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

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

9 Text-Classification-Problem: Is Word2Vec/NN the best approach? 2015-11-04T07:34:21.203

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

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

5 How does word2vec handle the input word being in the context? 2015-09-17T21:02:33.367

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

4 Shall I use the Euclidean Distance or the Cosine Similarity to compute the semantic similarity of two words? 2015-07-20T04:48:17.547

4 How much training data does word2vec need? 2015-07-22T22:34:43.403

4 How word2vec can handle unseen / new words to bypass this for new classifications? 2015-08-11T05:04:52.300

4 Can we compare word2vec with doc2vec? 2016-01-18T05:37:40.897

4 Word labeling with Tensorflow 2016-05-28T08:44:40.363

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

4 Features of word vectors in word2vec 2016-09-09T19:32:42.193

4 How to user Keras's Embedding Layer properly? 2017-03-13T14:07:24.480

4 What are real world applications of Doc2Vec? 2017-10-09T14:20:54.000

4 How the embedding layer is trained in Keras Embedding layer 2018-01-25T09:33:23.283

3 Gradient Descent Step for word2vec negative sampling 2015-04-26T01:38:52.180

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

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

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

3 How to handle Memory issues in training Word Embeddings on Large Datasets? 2016-06-07T18:37:51.627

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

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

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

2 Program to fine-tune pre-trained word embeddings on my data set 2015-07-30T17:48:12.383

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

2 How to improve the binary classification model for text (News Articles) of Recurrent Neural Net with word emmbeding? 2017-01-31T06:34:12.980

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

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

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

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

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

1 Reducing the dimensionality of word embeddings 2015-07-28T17:54:23.927

1 Compute angle of vector in word2vec models 2016-04-02T11:03:48.257

1 Training Word2Vec with names instead of sentences 2016-05-14T16:43:01.747

1 How can I use GloVe for text spinning? 2016-07-04T11:11:42.970

1 Output a word instead of a vector after word embedding? 2016-11-15T22:40:58.460

1 Retain similarity distances when using an autoencoder for dimensionality reduction 2017-04-02T23:37:59.717

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

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

1 Text generation using Tensor Factorization 2017-09-28T10:25:11.403

1 What are key dataset requirements for topic models and word embeddings? 2017-11-01T18:14:55.817

1 Is there any literature on selection of dimensions for word embeddings? 2017-11-13T16:39:38.480

1 Cosine similarity of averaged random word vectors 2017-11-23T06:37:31.493

1 Document classification - optimal classifier & embedding 2017-12-03T10:17:17.820

1 How do I use recency/time as a feature after I've a word2vec model 2017-12-24T10:23:40.597

1 Simple way to visualise word2vec vector space 2017-12-25T15:32:16.547

1 Identify social users using graph embeddings 2017-12-25T16:57:29.313

1 GloVe vector representation homomorphism question 2018-01-25T16:10:12.147

1 How much text is enough to train a good embedding model? 2018-02-10T22:58:37.920

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

0 Assign words to various topics 2016-07-01T03:14:26.747

0 Word vectors as input 2016-09-07T18:32:26.410

0 is there any whatever2vec to generate one vector for one document? 2016-11-15T14:48:38.350

0 How many vectors does paragraph vector generate for each paragraph? 2016-11-16T08:01:31.283

0 State of the art approaches for Information retrieval tasks based on deep learning 2016-12-02T06:14:31.097

0 Best way to fix the size of a sentence [Sentiment Analysis] 2017-03-20T13:29:59.400

0 Doc2Vec or Word2vec for word embedding 2017-04-03T19:19:49.480

0 Topic models and distributional hypothesis 2017-05-04T09:47:38.797

0 Text comparison using word embeddings 2017-08-10T04:38:09.490

0 doc2vec & word2vec extension 2017-10-02T17:50:34.363

0 Word embeddings as outcome of Doc2Vec or Paragraph2Vec 2017-10-15T20:07:27.367

0 Autoencoders versus Word2Vec? 2017-11-06T17:31:57.403

0 Character-based word representation using bi-lstm 2017-11-09T07:14:31.013

0 Sentence projection on a word embedding space with Tensorflow Word2Vec 2017-11-14T16:26:34.540

0 How word embedding work for word similarity? 2017-12-05T16:09:36.860

0 Taxonomy Learning from resume database 2017-12-23T01:31:18.823

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

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

0 Sequence Data - Suitable to View in Tensorboard as Embeddings? 2018-01-16T00:54:04.607

0 Text understanding and mapping 2018-01-16T04:14:14.197

0 What is a lower bound on the vocabulary size for generating word/sentence embedding using word2vec or skip thought vectors? 2018-01-16T22:10:04.250

0 Reducing text input size into word2vec without affecting performance too badly? 2018-01-22T23:16:58.353

0 Converting sparse IndexedSlices to a dense Tensor 2018-01-31T05:14:37.723

0 How to semantically compare a paragraph to a collection of documents? 2018-02-22T16:52:11.920

0 keras embedding layer 2018-03-06T03:45:21.653

-1 word2vec for propernouns 2017-03-23T11:09:52.050

-1 Word2vec continuous bag of words and skip grams model 2017-11-01T06:02:36.407

-1 How to initialize word-embeddings for Out of Vocabulary Word? 2018-01-23T06:34:33.647