Incorporating Commonsense Knowledge Graph in Pretrained Models for
Social Commonsense Tasks

Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks

12 May 2021

Yang Liu

Karthik Gopalakrishnan

Behnam Hedayatnia

Dilek Z. Hakkani-Tür

Papers citing "Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks"

8 / 8 papers shown

Title
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks Sondre Wold Lilja Ovrelid Erik Velldal 32 3 0 05 Jun 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 41 41 0 26 May 2023
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 31 59 0 06 Oct 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 26 20 0 02 Sep 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 37 42 0 15 Jan 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 254 55 0 06 Dec 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 53 313 0 15 Oct 2021
Semantic Categorization of Social Knowledge for Commonsense Question Answering Gengyu Wang Xiaochen Hou Diyi Yang Kathleen McKeown Jing Huang VLM 30 3 0 11 Sep 2021