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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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training based on a local model
#182
DanHuang752
closed
2 years ago
2
No module named 'datasets'
#181
yiyiyi3124
closed
2 years ago
2
"scipy>=1.5.4,<1.6",
#180
shon-otmazgin
closed
2 years ago
2
Why not use the pooler and the lm head initialized from the pretrained model?
#179
Doragd
closed
2 years ago
2
The problem in run unsup_example.sh
#178
Linda230
closed
2 years ago
4
The dev Spearman is not correspond to the test Spearman for supervised model
#177
YJiangcm
closed
2 years ago
2
what is the ratio of positive pairs and not positive pairs when training
#176
IT-coach-666
closed
2 years ago
4
CLTrainer evaluate, char-level input
#175
bujiahao
closed
2 years ago
3
when add do_mlm
#174
Jason-kid
closed
2 years ago
2
fine tune sup-SimCSE
#173
DanHuang752
closed
2 years ago
3
Does simcse achieve a better result based on hard data augmentation?
#172
dongrixinyu
closed
2 years ago
2
the use of hard_neg_weight
#171
VictorMatt01
closed
2 years ago
3
How to interpret the logits output in SequenceClassifierOutput?
#170
VictorMatt01
closed
2 years ago
5
Which file is actually used for the reported results in the paper?
#169
KawaiiNotHawaii
closed
2 years ago
3
Runtime error when importing simcse
#168
VictorMatt01
closed
2 years ago
1
Performance for purely unsupervised training
#167
hxu38691
closed
2 years ago
2
ADD: function to add to search index
#166
Uzay-G
closed
2 years ago
0
finetune on IMDB dataset
#165
ShaobinChen-AH
closed
2 years ago
2
Loss function calculation
#164
natuhvnh
closed
2 years ago
3
Is it possible to use SimCSE for Russian Language
#163
silkinresearch
closed
2 years ago
2
search function returning 0 scores at some point
#162
TheoSeo93
closed
2 years ago
3
When I replace the model to Huggingface model, the speed of encode becomes too slow.
#161
AlfredLiu6
closed
2 years ago
2
How can I use the train.py?
#160
AlphaDoraem
closed
2 years ago
2
question about "cls_before_pooler" option
#159
ddobokki
closed
2 years ago
2
evaluation process
#158
Nirvana-2021
closed
2 years ago
1
while getting embs, we should use sentemb_forward with mlp or just [CLS] emb ?
#157
CheungZeeCn
closed
2 years ago
2
Error when I run unsupervised:RuntimeError: Input tensor at index 1 has invalid shape [32, 32], but expected [32, 33]
#156
xing-ye
closed
2 years ago
7
Evaluate during training
#155
dangcaptkd2
closed
2 years ago
1
I'm curious about the meaning of "hard negative" in the thesis.
#154
fspanda
closed
2 years ago
2
_pickle.PicklingError: Can't pickle typing.Union[str, NoneType]: it's not the same object as typing.Union
#153
lisan97
closed
2 years ago
1
sup simcse
#152
kyang888
closed
2 years ago
1
subprocess.CalledProcessError
#151
fspanda
closed
2 years ago
1
Unmatched description in the code and in the paper
#150
CSerxy
closed
2 years ago
1
我發現你們把測試資料的路徑寫死了,這樣不優
#149
hsuchengmath
closed
2 years ago
0
Train supervised model
#148
liuleiBUAA
closed
2 years ago
5
what does it mean "$@" in run_sup_examples.sh
#147
seona0111
closed
2 years ago
5
Model from model selection may get overwritten accidentially
#146
TJKlein
closed
2 years ago
0
The SimCSE object retains a reference to external sentences
#145
ngiatsog
closed
2 years ago
1
where define training_step
#144
JNUpython
closed
2 years ago
0
vocab_file none
#143
ustbliubo2014
closed
2 years ago
1
Issue regarding installation
#142
tanik4u
closed
2 years ago
1
unsupersive training data load
#141
Wxs18337266838
closed
2 years ago
0
Numpy version for M1 mac
#140
artem-buyak
closed
2 years ago
3
Train supervised SimCSE which corpus is pair data with no hard negative
#139
MrRace
closed
2 years ago
5
环境的要求
#138
EEE1even
closed
2 years ago
2
If train SimCSE on Chinese corpus, do preprocessing or not?
#137
MrRace
closed
2 years ago
3
How to use SimCSE for NER ?
#136
lidongbo
closed
2 years ago
1
About unsup training environments
#135
cpuyyp
closed
2 years ago
1
Bug? build_index(sentences, faiss_fast = True), the result of search function is repeated
#134
techperfect
closed
2 years ago
1
Question about avg_first_last pooling
#133
qishibo
closed
2 years ago
1
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