ZBWpro/PretCoTandKE

Read Me

News

• This paper has been accepted to ICIC 2024 (Oral) (2024.5.13)
• We have updated the paper uploaded to ArXiv: https://arxiv.org/abs/2404.03921 (2024.5.16)

---

Quick Start

• Install Dependencies

  pip install -r requirements.txt

• Download Data

  cd SentEval/data/downstream/
  bash download_dataset.sh
  cd -
  cd ./data
  bash download_nli.sh
  cd -

• Python version 3.9.18

---

Acknowledgement

• Our code is based on PromptEOL

Related Work

• Github: Pcc-tuning

  Paper: Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity

  Conference: 🌟 EMNLP 2024, Main

• Github: STS-Regression

  Paper: Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss

  Conference: 🌟 EMNLP 2024, Main

• Github: CoT-BERT

  Paper: CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought

  Conference: 🌟 ICANN 2024, Oral