aayushee / textgraphs

• 👋 Hi, I’m @aayushee
• 👀 I’m interested in Machine Learning, Natural Language Processing.
• 🌱 I’m currently pursuing PhD and working on explanation generation for complex question answers.
• 💞️ I’m looking to collaborate on implementing deep learning solutions for complex question answering.
• 📫 How to reach me : email - [email protected]

textgraphs's Issues

Add a link to the Textgraphs workshop - and your paper, etc

For example :

• The Textgraphs workshop; and
• Our Paper

Citation

If you found our work helpful in your research, consider citing the following:

@inproceedings{gupta-srinivasaraghavan-2020-explanation,
title = "Explanation Regeneration via Multi-Hop {ILP} Inference over Knowledge Base",
author = "Gupta, Aayushee and
Srinivasaraghavan, Gopalakrishnan",
booktitle = "Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs)",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.textgraphs-1.13",
pages = "109--114",
abstract = "Textgraphs 2020 Workshop organized a shared task on {`}Explanation Regeneration{'} that required reconstructing gold explanations for elementary science questions. This work describes our submission to the task which is based on multiple components: a BERT baseline ranking, an Integer Linear Program (ILP) based re-scoring and a regression model for re-ranking the explanation facts. Our system achieved a Mean Average Precision score of 0.3659.",
}