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princeton-nlp
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SimCSE
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
MIT License
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Cropping data augmentation (Table 1)
#231
birajpandey
closed
1 year ago
1
Question about used models
#230
MLKoz
closed
1 year ago
2
Dropout / unsupervised training implementation ?
#229
Natooz
closed
1 year ago
0
Pointer to SBERT and SRoBERTa Models from Paper
#228
JosephGatto
closed
1 year ago
1
Fix deprecated inspect.getargspec
#227
fstermann
closed
1 year ago
1
Added explicit typing for SentEval
#226
michaelwilliamtang
closed
1 year ago
1
Uniformity and Alignment Code & Normalizing
#225
bruel-gabrielsson
closed
1 year ago
1
model_args.hard_negative_weight issue
#224
wuxiangli91
closed
1 year ago
1
What huggingface/transformers version is this compatible with?
#223
bruel-gabrielsson
closed
1 year ago
3
Why one epoch for unsupervised?
#222
jeongwoopark0514
closed
1 year ago
2
what are the negative samples if removing the hard negative? (train with supervised verison)
#221
Rachel-Yeah-Lee
closed
1 year ago
3
run supervise simCSE error: 'input_ids'
#220
Rachel-Yeah-Lee
closed
1 year ago
0
code for other data augmentations
#219
ShaobinChen-AH
closed
1 year ago
1
About training
#218
lywang76
closed
1 year ago
4
Can't Install on Mac M1
#217
shawnjhenry
closed
1 year ago
3
How long does it take to train a SimCSE
#216
Rachel-Yeah-Lee
closed
1 year ago
0
what's the purpose of cl_init
#215
lihuiliullh
closed
1 year ago
2
ValueError: Function has keyword-only parameters or annotations, use inspect.signature() API which can support them
#214
nizamsp
closed
1 year ago
1
Word embedding and sentence embedding
#213
xiachenrui
closed
1 year ago
2
Question about infonce loss
#212
ksblk2116
closed
1 year ago
1
Invalid tensor shape
#211
peregilk
closed
1 year ago
8
Update train.py
#210
peregilk
closed
1 year ago
1
Warning: Detected call of `lr_scheduler.step()` before `optimizer.step()`
#209
xxllp
closed
1 year ago
2
The results of the evaluation phase are not exactly in line with yours
#208
Moximixi
closed
1 year ago
2
'run_unsup_example.sh' runs to the last step with an error
#207
Moximixi
closed
1 year ago
1
ImportError: scipy.special._ufuncs_cxx does not export expected C variable _export_expit
#206
krrish-v
closed
1 year ago
3
Supervised SimCSE for datasets with different degrees of similarity.
#205
EeyoreLee
closed
1 year ago
4
Got a Better Result?
#204
2hip3ng
closed
1 year ago
2
Why does my train result differ a lot from evaluation?
#203
ilingen
closed
1 year ago
2
Remove --f16 \ from run_unsup_example.sh
#202
sijanstha55
closed
1 year ago
3
Changing Dropout Mask
#201
Baharkmi
closed
1 year ago
1
WARNING - datasets.builder - Using custom data configuration default-ea41478fda366be4
#200
ChhXiitaa
closed
1 year ago
4
The model I want to use was added only after transfomer 4.2.1, what should I do in this case?
#199
jweihe
closed
1 year ago
1
Distance vs. similarity confusion in faiss
#198
salmanmashayekh
closed
1 year ago
1
ImportError: cannot import name '_model_unwrap' from 'transformers.trainer'
#197
SoDehghan
closed
1 year ago
1
When inference hint:newly initialized: ['bert.pooler.dense.weight', 'bert.pooler.dense.bias']
#196
Chucy2020
closed
1 year ago
1
ValueError: Function has keyword-only parameters or annotations, use getfullargspec() API which can support them
#195
Chucy2020
closed
1 year ago
0
Question: When inference hint:newly initialized: ['bert.pooler.dense.weight', 'bert.pooler.dense.bias']
#194
zhiqiangohuo
closed
1 year ago
4
Question about model convergence
#193
Jessica-jia
closed
1 year ago
1
wget: Command not found
#192
sundavid2002
closed
1 year ago
4
Issue w/ batch shape
#191
sundavid2002
closed
1 year ago
3
Unsup SimCSE for Different Batch Sizes
#190
hbin0701
closed
1 year ago
2
How do I use SimCSE on my own dataset?
#189
skye95git
closed
1 year ago
5
encode method generate diff vector output
#188
mingyao743
closed
1 year ago
2
GPU utilization 0%
#187
li-zixuan
closed
1 year ago
1
code bug
#186
IT-coach-666
closed
1 year ago
1
No module named prettytable
#185
sundavid2002
closed
1 year ago
5
Validating on other language
#184
Lukecn1
closed
1 year ago
4
loss with hard negatives
#183
Golovneva
closed
2 years ago
1
training based on a local model
#182
DanHuang752
closed
1 year ago
2
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