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GloVe: Global Vectors for Word Representation

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Welcome! Please post questions, comments, bugs, insights, etc.

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Jan 31

Importance of bias in glove

hello there, can someone pls highlight the importance of the bias terms in the objective function

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Importance of bias in glove

hello there, can someone pls highlight the importance of the bias terms in the objective function

Jan 31

Margarete Wilson

12/26/25

Henry is Coming Group Rate $199

Hey neighbors, Henry is coming to my house to clean my Ducts and vent. I had his service last year

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Henry is Coming Group Rate $199

Hey neighbors, Henry is coming to my house to clean my Ducts and vent. I had his service last year

12/26/25

Ring Central Voicmail

9/22/25

Voicemail received on September 22, 2025.

NEW VOICE MESSAGE RECEIVED Hello: global...@googlegroups.com, Time: 9/22/2025 10:07:19 am

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Voicemail received on September 22, 2025.

NEW VOICE MESSAGE RECEIVED Hello: global...@googlegroups.com, Time: 9/22/2025 10:07:19 am

9/22/25

3/28/25

The diagram in the "visualization" section is confusing.

On the page at https://nlp.stanford.edu/projects/glove/, the diagram in the "visualization"

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The diagram in the "visualization" section is confusing.

On the page at https://nlp.stanford.edu/projects/glove/, the diagram in the "visualization"

3/28/25

ايمان قيس عبدالجليل

5/18/24

combine glove and bert word embbeding

I am trying to work on building a model that has the ability to deal with embedded data using the

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combine glove and bert word embbeding

I am trying to work on building a model that has the ability to deal with embedded data using the

5/18/24

5/18/24

I made a word guessing game using cosine distance on GloVe 50-dimensional word vectors to compute

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I made a word guessing game using cosine distance on GloVe 50-dimensional word vectors to compute

5/18/24

4/9/24

Cosine similarity between two words

Hi, I am a novice at Glove. I want to get the cosine similarity between two words, like the word2vec

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Cosine similarity between two words

Hi, I am a novice at Glove. I want to get the cosine similarity between two words, like the word2vec

4/9/24

3/15/24

Customizing glove model

How can I add my own words in the glove model? Is there a way.

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Customizing glove model

How can I add my own words in the glove model? Is there a way.

3/15/24

applebas...@gmail.com, … Murat Aydogdu11

3/10/24

How to get the cooccurrence matrix from cooccurrence.bin?

OK, then why are the precisions have so many digits? I wonder if this has anything to do with how

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How to get the cooccurrence matrix from cooccurrence.bin?

OK, then why are the precisions have so many digits? I wonder if this has anything to do with how

3/10/24

privatl...@gmail.com, … Pablo Pinedo López3

2/7/24

reproducing nearest neighbour sample

Hi everybody, Im also interested in obtain the frog example (in Stanford's website), but I never

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reproducing nearest neighbour sample

Hi everybody, Im also interested in obtain the frog example (in Stanford's website), but I never

2/7/24

9/26/23

cooccurence.bin file

Hi all, I am trying to get the cooccurence values for word pairs by reading the binary cooccurence.

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cooccurence.bin file

Hi all, I am trying to get the cooccurence values for word pairs by reading the binary cooccurence.

9/26/23

Nicholas Gunther

8/22/23

Common GloVe equation has an error?

One common GloVe equation (see, for example, slide 24 of the public slides for the second lecture in

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Common GloVe equation has an error?

One common GloVe equation (see, for example, slide 24 of the public slides for the second lecture in

8/22/23

7/8/23

pretrained models based on old data - Brexit

How old must the data in the pretrained models be if it doesn't even include Brexit? I wonder

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pretrained models based on old data - Brexit

How old must the data in the pretrained models be if it doesn't even include Brexit? I wonder

7/8/23

Jeff Winchell, csunsay4

7/7/23

Pretrained GloVe, preprocessing one's text and contractions

Stop words are not removed from GloVe's pretrained models and there are lots of punctuation marks

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Pretrained GloVe, preprocessing one's text and contractions

Stop words are not removed from GloVe's pretrained models and there are lots of punctuation marks

7/7/23

Shangqian WU, sulman sarwar2

2/4/23

Preparing corpus for GloVe implementation

They built the vocabulary using the vocab_count tool. See here https://github.com/stanfordnlp/GloVe/

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Preparing corpus for GloVe implementation

They built the vocabulary using the vocab_count tool. See here https://github.com/stanfordnlp/GloVe/

2/4/23

1/18/23

Unexpected Tokens

I was making use of the smallest GLoVe pretrained vectors with Pytorch and running a quick test on an

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Unexpected Tokens

I was making use of the smallest GLoVe pretrained vectors with Pytorch and running a quick test on an

1/18/23

8/22/22

[CFP] Final call: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022)

FINAL CFP: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022) Machine Translation of Clinical cases

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[CFP] Final call: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022)

FINAL CFP: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022) Machine Translation of Clinical cases

8/22/22

Antonio Miranda

8/4/22

Important UPDATES/EXTENSION: ClinSpEn medical machine translation sub-track (Biomedical WMT Task, EMNLP 2022)

Important UPDATES/EXTENSION: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022) Machine Translation

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Important UPDATES/EXTENSION: ClinSpEn medical machine translation sub-track (Biomedical WMT Task, EMNLP 2022)

Important UPDATES/EXTENSION: ClinSpEn sub-track (Biomedical WMT Task, EMNLP 2022) Machine Translation

8/4/22

Tom Guttenberger

7/27/22

Weights for Transfer Learning

Hi, I am interested in using GloVe as a base model for transfer learning. https://github.com/

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Weights for Transfer Learning

Hi, I am interested in using GloVe as a base model for transfer learning. https://github.com/

7/27/22

7/1/22

[CFP] - 🏃‍♂️ SocialDisNER track 🥇 : Detection of Disease Mentions in Social Media

Apologies for cross-posting ******************************* *** 2nd CFP- SocialDisNER track:

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[CFP] - 🏃‍♂️ SocialDisNER track 🥇 : Detection of Disease Mentions in Social Media

Apologies for cross-posting ******************************* *** 2nd CFP- SocialDisNER track:

7/1/22

6/13/22

[CFP] - SocialDisNER track ⚡ : Detection of Disease Mentions in Social Media.

CFP- SocialDisNER track: Detection of Disease Mentions in Social Media (SMM4H Shared Task at

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[CFP] - SocialDisNER track ⚡ : Detection of Disease Mentions in Social Media.

CFP- SocialDisNER track: Detection of Disease Mentions in Social Media (SMM4H Shared Task at

6/13/22

5/3/22

🏃 FINAL CFP DISTEMIST Shared task: Named Entity Recognition and Normalization of diseases.

Distemist Call for Participation: Detection and normalization of diseases mentions. CLEF 2022 |

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🏃 FINAL CFP DISTEMIST Shared task: Named Entity Recognition and Normalization of diseases.

Distemist Call for Participation: Detection and normalization of diseases mentions. CLEF 2022 |

5/3/22

4/8/22

how can train and save our corpus as well as load

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how can train and save our corpus as well as load

4/8/22

3/4/22

42B Common Crawl

Hello, I am trying to download the 42B token Common Crawl word vector .zip file from the Stanford

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42B Common Crawl

Hello, I am trying to download the 42B token Common Crawl word vector .zip file from the Stanford

3/4/22

2/28/22

pre-trained glove model on common crawl metadata ???

Hi Everyone, Hope you are well. Does any one know what time period from the Common Crawl has the pre-

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pre-trained glove model on common crawl metadata ???

Hi Everyone, Hope you are well. Does any one know what time period from the Common Crawl has the pre-

2/28/22

10/13/21

domain specific embeddings

Hi I want to develop domain specific word embeddings based on GLOVE. I followed Method mentioned in

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domain specific embeddings

Hi I want to develop domain specific word embeddings based on GLOVE. I followed Method mentioned in

10/13/21

Luis Gasco Sanchez

9/14/21

Invitation to attend the BioASQ Workshop at CLEF2021 - the conference is free of charge.

Dear Colleague, We invite you to attend the presentation of the results of the 9th BioASQ Workshop,

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Invitation to attend the BioASQ Workshop at CLEF2021 - the conference is free of charge.

Dear Colleague, We invite you to attend the presentation of the results of the 9th BioASQ Workshop,

9/14/21

8/5/21

Training GloVe on new corpus - corpus size

Hi all, I am planning to train GloVe on a new corpus. I haven't seen much guidance regarding the

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Training GloVe on new corpus - corpus size

Hi all, I am planning to train GloVe on a new corpus. I haven't seen much guidance regarding the

8/5/21

Aine Ui Ghiollagain

6/23/21

Issue report: GloVe pre-trained Twitter embeddings file: server unavailable

Hi all, there seems to be an issue with downloading the pre-trained Twitter embeddings. Is there a

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Issue report: GloVe pre-trained Twitter embeddings file: server unavailable

Hi all, there seems to be an issue with downloading the pre-trained Twitter embeddings. Is there a

6/23/21

Luis Gasco Sanchez

4/21/21

Important Update in CFP MESINESP2 (BioASQ / CLEF2021 shared task) on semantic indexing of heterogenous health content: literature, clinical trials and patents

Apologies for cross-posting, but we have made important changes in MESINESP2-BioASQ Track. INcluding

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Important Update in CFP MESINESP2 (BioASQ / CLEF2021 shared task) on semantic indexing of heterogenous health content: literature, clinical trials and patents

Apologies for cross-posting, but we have made important changes in MESINESP2-BioASQ Track. INcluding

4/21/21

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