Diversifying Content Generation for Commonsense Reasoning with Mixture
of Knowledge Graph Experts

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts

14 March 2022

Papers citing "Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts"

18 / 18 papers shown

Title
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 31 0 0 13 May 2025
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 27 7 0 25 Apr 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 15 8 0 18 Feb 2024
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng Jiang Heng Ji Jiawei Han AI4CE 28 137 0 05 Dec 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
$R^3$ -NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL Yuhang Zhou Yu He Siyu Tian Yuchen Ni Zhangyue Yin ... Chuanjun Ji Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai 19 5 0 03 Nov 2023
Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation Chen Tang Hongbo Zhang Tyler Loakman Chenghua Lin Frank Guerin 27 23 0 28 Jun 2023
Generating Visual Spatial Description via Holistic 3D Scene Understanding Yu Zhao Hao Fei Wei Ji Jianguo Wei Meishan Zhang M. Zhang Tat-Seng Chua 28 33 0 19 May 2023
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation Hongbo Zhang Chen Tang Tyler Loakman Chenghua Lin Stefan Goetze 44 9 0 10 May 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 32 102 0 19 Apr 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships Chenzhengyi Liu Jie Huang Kerui Zhu Kevin Chen-Chuan Chang LRM 11 9 0 20 Dec 2022
Very Large Language Model as a Unified Methodology of Text Mining Meng Jiang 21 0 0 19 Dec 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 121 0 11 Nov 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach W. Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 15 19 0 23 Oct 2022
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths Xiangqing Shen Siwei Wu Rui Xia 18 13 0 14 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary W. Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 50 64 0 13 Oct 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 254 285 0 02 Feb 2021