Repository for the Paper: I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining

This repository contains the materials for the paper titled "I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining."

The paper will appear at EMNLP 2024. More extensive data and code will be added soon. The finetuned language model can be downloaded from this repository at huggingface.

Libraries and Versions

• torch: 2.1.1+cu121

• huggingface_hub: 0.24.3

• transformers: 4.43.3

• tokenizers: 0.19.1

• sentence_transformers: 2.2.2

• peft: 0.7.1

• scipy: 1.10.0

• accelerate: 0.26.1

• tzdata: 2023.3

• pytz: 2022.1

• pyarrow: 13.0.0

• pandas: 1.5.3

• matplotlib: 3.6.3

• pyparsing: 2.4.7

• seaborn: 0.12.2

This project was funded by COMET.