Retrieval-guided Counterfactual Generation for QA

14 October 2021

Papers citing "Retrieval-guided Counterfactual Generation for QA"

26 / 26 papers shown

Title
Refining Financial Consumer Complaints through Multi-Scale Model Interaction Bo-Wei Chen An-Zi Yen Chung-Chi Chen AILaw 46 0 0 14 Apr 2025
Does Training on Synthetic Data Make Models Less Robust? Lingze Zhang Ellie Pavlick SyDa 89 0 0 11 Feb 2025
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan Chun Jason Xue 3DV RALM 38 26 0 18 Jul 2024
Consistent Document-Level Relation Extraction via Counterfactuals Ali Modarressi Abdullatif Köksal Hinrich Schutze 51 1 0 09 Jul 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 42 5 0 04 Jul 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation Yi Liu Xiangyu Liu Xiangrong Zhu Wei Hu 34 2 0 30 May 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation Abhishek Divekar Greg Durrett 39 6 0 16 May 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization Zixuan Zhang R. Reddy Kevin Small Tong Zhang Heng Ji 40 1 0 02 Apr 2024
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning Artemis Panagopoulou Le Xue Ning Yu Junnan Li Dongxu Li Shafiq R. Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 41 45 0 30 Nov 2023
Hallucination Augmented Recitations for Language Models Abdullatif Köksal Renat Aksitov Chung-Ching Chang HILM 45 5 0 13 Nov 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 41 6 0 23 Oct 2023
Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin 49 6 0 11 Oct 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 32 10 0 14 Sep 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation Marcos Vinícius Treviso Alexis Ross Nuno M. Guerreiro André F.T. Martins 29 16 0 26 May 2023
Prompting Large Language Models for Counterfactual Generation: An Empirical Study Yongqi Li Mayi Xu Xin Miao Shen Zhou T. Qian ELM LRM 27 19 0 24 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang W. Yu Zheng Ning Mingxuan Ju Meng Jiang 26 4 0 23 May 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting Siyu Yuan Deqing Yang Jinxi Liu Shuyu Tian Jiaqing Liang Yanghua Xiao R. Xie 66 13 0 03 May 2023
AutoCAD: Automatically Generating Counterfactuals for Mitigating Shortcut Learning Jiaxin Wen Yeshuang Zhu Jinchao Zhang Jie Zhou Minlie Huang CML AAML 22 8 0 29 Nov 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 36 13 0 30 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 47 92 0 25 Oct 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation Phillip Howard Gadi Singer Vasudev Lal Yejin Choi Swabha Swayamdipta CML 55 25 0 22 Oct 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 143 23 0 10 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 13 45 0 08 Oct 2022
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 245 237 0 10 Sep 2021
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 136 77 0 15 Jul 2021
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets Chuanrong Li Lin Shengshuo Leo Z. Liu Xinyi Wu Xuhui Zhou Shane Steinert-Threlkeld VLM 130 38 0 16 Oct 2020