Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue
Response Generation Models by Causal Discovery

Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery

2 March 2023

Gholamreza Haffari

Papers citing "Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery"

12 / 12 papers shown

Title
LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews Sukannya Purkayastha Zhuang Li Anne Lauscher Lizhen Qu Iryna Gurevych 30 0 0 15 Apr 2025
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis Xianbing Zhao Lizhen Qu Tao Feng Jianfei Cai Buzhou Tang 53 0 0 05 Sep 2024
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation Hui Ma Bo Zhang Bo Xu Jian Wang Hongfei Lin Xiao Sun 57 1 0 06 Aug 2024
CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems Tao Feng Lizhen Qu Xiaoxi Kang Gholamreza Haffari 38 1 0 25 Jun 2024
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue Shixuan Fan Wei Wei Wendi Li Xian-Ling Mao Wenfeng Xie Dangyang Chen 101 1 0 04 Jun 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Tao Feng Lizhen Qu Zhuang Li Haolan Zhan Yuncheng Hua Gholamreza Haffari VLM 37 1 0 21 Apr 2024
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations Haolan Zhan Zhuang Li Xiaoxi Kang Tao Feng Yuncheng Hua ... Linhao Luo Lay-Ki Soon Zhaleh Semnani Azad Ingrid Zukerman Gholamreza Haffari 53 8 0 17 Feb 2024
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 152 371 0 09 May 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 789 0 26 Aug 2019
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016