KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain
Question Answering

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

8 October 2021

Xiang Ren

Papers citing "KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering"

18 / 18 papers shown

Title
YABLoCo: Yet Another Benchmark for Long Context Code Generation Aidar Valeev Roman Garaev Vadim Lomshakov Irina Piontkovskaya Vladimir Ivanov Israel Adewuyi 38 0 0 07 May 2025
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 55 47 0 21 Jun 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 50 25 0 28 May 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 43 0 0 22 May 2024
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks Sondre Wold Lilja Ovrelid Erik Velldal 22 3 0 05 Jun 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 23 3 0 26 May 2023
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation Qian Yang Qian Chen Wen Wang Baotian Hu Min Zhang 19 24 0 16 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 17 121 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-Long Jiang LRM ReLM 15 19 0 23 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang W. Yu Chenguang Zhu Meng-Long Jiang 31 11 0 07 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 45 77 0 28 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 226 321 0 21 Sep 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers Estelle Aflalo Meng Du Shao-Yen Tseng Yongfei Liu Chenfei Wu Nan Duan Vasudev Lal 23 45 0 30 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng-Long Jiang LRM 20 30 0 14 Mar 2022
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 134 37 0 01 Jan 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
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 214 593 0 16 Oct 2020