Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schoelkopf
2021Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing20 citationsDOIOpen Access PDF
Abstract
Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schoelkopf. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021.
Topics & Concepts
Natural language processingArtificial intelligenceComputer scienceNatural languageLinguisticsPhilosophyTopic ModelingNatural Language Processing TechniquesSoftware Engineering Research