Empowering Language Understanding with Counterfactual Reasoning

Empowering Language Understanding with Counterfactual Reasoning

6 June 2021

Hanwang Zhang

Papers citing "Empowering Language Understanding with Counterfactual Reasoning"

15 / 15 papers shown

Title
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 42 4 0 27 Jun 2024
Exploring Defeasibility in Causal Reasoning Shaobo Cui Lazar Milikic Yiyang Feng Mete Ismayilzada Debjit Paul Antoine Bosselut Boi Faltings 21 2 0 06 Jan 2024
Do Not Harm Protected Groups in Debiasing Language Representation Models Chloe Qinyu Zhu Rickard Stureborg Brandon Fain 16 0 0 27 Oct 2023
Causal Intervention for Abstractive Related Work Generation Jiachang Liu Qi Zhang Chongyang Shi Usman Naseem Shoujin Wang Ivor Tsang CML 23 6 0 23 May 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 23 35 0 26 Jan 2023
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Qi Zhang Xuanjing Huang 28 16 0 19 Aug 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis Teng Sun Wenjie Wang Liqiang Jing Yiran Cui Xuemeng Song Liqiang Nie OODD 19 35 0 24 Jul 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 22 175 0 12 Apr 2022
A Rationale-Centric Framework for Human-in-the-loop Machine Learning Jinghui Lu Linyi Yang Brian Mac Namee Yue Zhang 17 39 0 24 Mar 2022
Learning Robust Recommender from Noisy Implicit Feedback Wenjie Wang Fuli Feng Xiangnan He Liqiang Nie Tat-Seng Chua NoLa 18 3 0 02 Dec 2021
Boosting the Transferability of Video Adversarial Examples via Temporal Translation Zhipeng Wei Jingjing Chen Zuxuan Wu Yu-Gang Jiang AAML 14 31 0 18 Oct 2021
Uncovering Main Causalities for Long-tailed Information Extraction Guoshun Nan Jiaqi Zeng Rui Qiao Zhijiang Guo Wei Lu CML 52 46 0 11 Sep 2021
Causal Incremental Graph Convolution for Recommender System Retraining Sihao Ding Fuli Feng Xiangnan He Yong Liao Jun Shi Yongdong Zhang CML CLL BDL GNN 22 35 0 16 Aug 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 155 192 0 01 Mar 2021
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 144 290 0 14 Mar 2020