YashButala / BTP--ABSA

Link and code to the Aspect Based Sentiment Analysis paper published at EMNLP'2021.

Bachelor's thesis: Aspect Based Sentiment Analysis

• PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction
• The repsitory contains code and dataset to the EMNLP'2021 long paper.
• Link: https://aclanthology.org/2021.emnlp-main.731/

To run the model:

python3 ptrnet_decoder.py 0 1023 lap14/ 

Citation

If you use the code in your paper, please kindly star this repo and cite our paper

@inproceedings{mukherjee-etal-2021-paste,
    title = "{PASTE}: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction",
    author = "Mukherjee, Rajdeep  and
      Nayak, Tapas  and
      Butala, Yash  and
      Bhattacharya, Sourangshu  and
      Goyal, Pawan",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.731",
    pages = "9279--9291",

}