Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
2021
Conference Paper
ei
| Author(s): | Jin*, Z. and von Kügelgen*, J. and Ni, J. and Vaidhya, T. and Kaushal, A. and Sachan, M. and Schölkopf, B. |
| Book Title: | Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) |
| Pages: | 9499--9513 |
| Year: | 2021 |
| Month: | November |
| Editors: | Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih |
| Publisher: | Association for Computational Linguistics |
| Department(s): | Empirical Inference |
| Research Project(s): |
Causal Inference
|
| Bibtex Type: | Conference Paper (conference) |
| DOI: | 10.18653/v1/2021.emnlp-main.748 |
| Event Place: | Virtual Conference |
| Note: | *equal contribution |
| State: | Published |
| URL: | https://aclanthology.org/2021.emnlp-main.748 |
| Links: |
arXiv
|
|
BibTex @conference{Jinetal21,
title = {Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP},
author = {Jin*, Z. and von K{\"u}gelgen*, J. and Ni, J. and Vaidhya, T. and Kaushal, A. and Sachan, M. and Sch{\"o}lkopf, B.},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
pages = {9499--9513},
editors = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih},
publisher = {Association for Computational Linguistics},
month = nov,
year = {2021},
note = {*equal contribution},
doi = {10.18653/v1/2021.emnlp-main.748},
url = {https://aclanthology.org/2021.emnlp-main.748},
month_numeric = {11}
}
|
|
