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Paper and survey of the papers surrounding semantic simiarity task

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awesome-sts

Convolutional Neural Network

paper conference github
Multi-Perspective Sentence Similarity EMNLP 2015 NA
Learning-to-re-rank SIGIR 2015 NA
Decomposition and Composition COLING 2016 NA
Attention-Based CNN TACL 2016 link
OCR-correction semantic relatedness EMNLP 2019 link

Long Short-Term Memory

paper conference github
Manhattan LSTM AAAI 2016 link
Bilateral Multi-Perspective Matching IJCAI 2017 link
ELMo NAACL 2018 link
Disentangling Syntax and Semantics NAACL 2019 link
LSTMEmed ACL 2019 link

Transformer

paper conference github
Universal Sentence Encoder EMNLP 2018 SysDemo link
Simple Transformer Distillation SIGIR 2023 NA

BERT

paper conference github
BERT NAACL 2018 link
Sentence-BERT EMNLP 2019 link
SimCSE-BERT EMNLP 2021 link
Self-Supervised Mirror-BERT EMNLP 2021 link
Self-Guided Contrastive Learning-BERT ACL2021 link
ConSERT-Self-Supervised-BERT ACL 2021 link
Sentence-T5 ACL 2022 link
Multimodal CSE NAACL 2022 link
DiffCSE NAACL 2022 link
TRANS-ENCODER-unsupervised ICLR 2022 link
InfoCSE EMNLP 2022 Findings link
MixCSE-BERT AAAI 2022 link
Sentence Embeddings from AI Feedback ACL 2023 Findings link
RankCSE ACL 2023 link
SumCSE NAACL 2024 Findings link

LLM

paper conference github
MultiCSR NAACL 2024 link

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