Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

8 December 2020

Papers citing "Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text"

23 / 23 papers shown

Title
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE Lokesh Nagalapatti Pranava Singhal Avishek Ghosh Sunita Sarawagi CML 70 0 0 07 Feb 2025
RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition Jiaju Kang Puyu Han Yang Chun Xu Wang Luqi Gong 71 0 0 04 Feb 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation Qianli Wang Nils Feldhus Simon Ostermann Luis Felipe Villa-Arenas Sebastian Möller Vera Schmitt AAML 34 0 0 01 Jan 2025
CELL your Model: Contrastive Explanations for Large Language Models Ronny Luss Erik Miehling Amit Dhurandhar 43 0 0 17 Jun 2024
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution Bowen Ding Qingkai Min Shengkun Ma Yingjie Li Linyi Yang Yue Zhang 38 4 0 02 Apr 2024
Improving Emotional Expression and Cohesion in Image-Based Playlist Description and Music Topics: A Continuous Parameterization Approach Yuelyu Ji Yuheng Song Wei Wang Ruoyi Xu Zhongqian Xie Huiyun Liu DiffM 30 1 0 02 Oct 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 27 81 0 19 May 2023
Exploring the Connection between Robust and Generative Models Senad Beadini I. Masi AAML 22 1 0 08 Apr 2023
Explaining Recommendation System Using Counterfactual Textual Explanations Niloofar Ranjbar S. Momtazi MohammadMehdi Homayounpour 27 4 0 14 Mar 2023
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation Phillip Howard Gadi Singer Vasudev Lal Yejin Choi Swabha Swayamdipta CML 50 25 0 22 Oct 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 138 23 0 10 Oct 2022
Counterfactual harm Jonathan G. Richens R. Beard Daniel H. Thompson 21 27 0 27 Apr 2022
Fact Checking with Insufficient Evidence Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 27 14 0 05 Apr 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 37 59 0 22 Jan 2022
The King is Naked: on the Notion of Robustness for Natural Language Processing Emanuele La Malfa Marta Z. Kwiatkowska 20 28 0 13 Dec 2021
Counterfactual Explanations for Models of Code Jürgen Cito Işıl Dillig V. Murali S. Chandra AAML LRM 24 47 0 10 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 60 1,029 0 01 Nov 2021
Let the CAT out of the bag: Contrastive Attributed explanations for Text Saneem A. Chemmengath A. Azad Ronny Luss Amit Dhurandhar FAtt 26 10 0 16 Sep 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 34 22 0 10 Jun 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 30 240 0 01 Jan 2021
Astraea: Grammar-based Fairness Testing E. Soremekun Sakshi Udeshi Sudipta Chattopadhyay 21 27 0 06 Oct 2020
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,244 0 16 Jan 2013