The implementation of two papers accepted by AAAI2019 and IJCAI2019 respectively.

Distributed Representation of Words in Cause and Effect Spaces

Zhipeng Xie, and Feiteng Mu. “Distributed Representation of Words in Cause and Effect Spaces.” AAAI 2019 : Thirty-Third AAAI Conference on Artificial Intelligence, vol. 33, no. 1, 2019, pp. 7330–7337.

Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns

Zhipeng Xie, and Feiteng Mu. “Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns.” Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19. International Joint Conferences on Artificial Intelligence Organization, 2019: 1921- 1927.

Data Resources

high precision extractions of SogouCS corpus

causal embeddings generated from SogouCS corpus

evaluation testset generated from Baike corpus

causal embeddings generated from Gigaword corpus

Citation

@article{xie2019distributed,
	title="Distributed Representation of Words in Cause and Effect Spaces",
	author="Zhipeng {Xie} and Feiteng {Mu}",
	journal="AAAI 2019 : Thirty-Third AAAI Conference on Artificial Intelligence",
	volume="33",
	number="1",
	pages="7330--7337",
	notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2904632276",
	year="2019"
}

@inproceedings{xie2019boosting,
	title="Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns.",
	author="Zhipeng {Xie} and Feiteng {Mu}",
	booktitle="Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence",
	pages="1921--1927",
	notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2964896641",
	year="2019"
}