Proceedings of the First Workshop on Causal Inference and NLP

Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor 2021-11 Association for Computational Linguistics Punta Cana, Dominican Republic text conference publication cinlp-2021-causal https://aclanthology.org/2021.cinlp-1.0/ Causal Augmentation for Causal Sentence Classification Fiona Anting Tan author Devamanyu Hazarika author See-Kiong Ng author Soujanya Poria author Roger Zimmermann author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tan-etal-2021-causal 10.18653/v1/2021.cinlp-1.1 https://aclanthology.org/2021.cinlp-1.1/ 2021-11 1 20 Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects Katherine Keith author Douglas Rice author Brendan O’Connor author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication keith-etal-2021-text 10.18653/v1/2021.cinlp-1.2 https://aclanthology.org/2021.cinlp-1.2/ 2021-11 21 32 Enhancing Model Robustness and Fairness with Causality: A Regularization Approach Zhao Wang author Kai Shu author Aron Culotta author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-enhancing 10.18653/v1/2021.cinlp-1.3 https://aclanthology.org/2021.cinlp-1.3/ 2021-11 33 43 What Makes a Scientific Paper be Accepted for Publication? Panagiotis Fytas author Georgios Rizos author Lucia Specia author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication fytas-etal-2021-makes 10.18653/v1/2021.cinlp-1.4 https://aclanthology.org/2021.cinlp-1.4/ 2021-11 44 60 Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization Graham Tierney author Alexander Volfovsky author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tierney-volfovsky-2021-sensitivity 10.18653/v1/2021.cinlp-1.5 https://aclanthology.org/2021.cinlp-1.5/ 2021-11 61 73 A Survey of Online Hate Speech through the Causal Lens Antigoni Founta author Lucia Specia author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication founta-specia-2021-survey 10.18653/v1/2021.cinlp-1.6 https://aclanthology.org/2021.cinlp-1.6/ 2021-11 74 82 Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community Maria Glenski author Svitlana Volkova author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication glenski-volkova-2021-identifying 10.18653/v1/2021.cinlp-1.7 https://aclanthology.org/2021.cinlp-1.7/ 2021-11 83 94 It’s quality and quantity: the effect of the amount of comments on online suicidal posts Daniel Low author Kelly Zuromski author Daniel Kessler author Satrajit S Ghosh author Matthew K Nock author Walter Dempsey author 2021-11 text Proceedings of the First Workshop on Causal Inference and NLP Amir Feder editor Katherine Keith editor Emaad Manzoor editor Reid Pryzant editor Dhanya Sridhar editor Zach Wood-Doughty editor Jacob Eisenstein editor Justin Grimmer editor Roi Reichart editor Molly Roberts editor Uri Shalit editor Brandon Stewart editor Victor Veitch editor Diyi Yang editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication low-etal-2021-quality 10.18653/v1/2021.cinlp-1.8 https://aclanthology.org/2021.cinlp-1.8/ 2021-11 95 103