Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP

Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin author Julius von Kügelgen author Jingwei Ni author Tejas Vaidhya author Ayush Kaushal author Mrinmaya Sachan author Bernhard Schölkopf author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jin-etal-2021-causal 10.18653/v1/2021.emnlp-main.748 https://aclanthology.org/2021.emnlp-main.748/ 2021-11 9499 9513