A Survey on Neural Open Information Extraction: Current Status and Future Directions

24 May 2022

Papers citing "A Survey on Neural Open Information Extraction: Current Status and Future Directions"

20 / 20 papers shown

Title
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction Li Yuan Yi Cai Xudong Shen Qing Li Qingbao Huang Zikun Deng Tao Wang MoMe OffRL MoE 38 0 0 08 May 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 33 0 0 23 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 41 0 0 08 Apr 2025
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 25 0 0 18 Jul 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 60 33 0 23 May 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 32 16 0 05 Apr 2024
Distantly Supervised Morpho-Syntactic Model for Relation Extraction Nicolas Gutehrlé Iana Atanassova 21 0 0 18 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Towards Consistent Language Models Using Declarative Constraints Jasmin Mousavi Arash Termehchy HILM ALM 25 2 0 24 Dec 2023
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty Chen Ling Xujiang Zhao Xuchao Zhang Yanchi Liu Wei Cheng ... Zhengzhang Chen Takao Osaki Katsushi Matsuda Haifeng Chen Liang Zhao 29 9 0 07 Sep 2023
Mapping and Cleaning Open Commonsense Knowledge Bases with Generative Translation Julien Romero Simon Razniewski 26 1 0 22 Jun 2023
PIVOINE: Instruction Tuning for Open-world Information Extraction K. Lu Xiaoman Pan Kaiqiang Song Hongming Zhang Dong Yu Jianshu Chen 20 10 0 24 May 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 22 13 0 15 May 2023
Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection Kuicai Dong Aixin Sun Jung-jae Kim Xiaoli Li 11 0 0 07 May 2023
Open Information Extraction via Chunks Kuicai Dong Aixin Sun Jung-jae Kim Xiaoli Li 30 5 0 05 May 2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 47 69 0 19 Apr 2023
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 36 4 0 07 Dec 2022
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications Kevin Pei Ishan Jindal Kevin Chen-Chuan Chang Chengxiang Zhai Yunyao Li 21 7 0 15 Nov 2022
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset Haolin Deng Yanan Zhang Yang Zhang Wangyang Ying Changlong Yu ... Xiaoling Bai Nan Yang Jing-Lun Ma Xiangpeng Chen Tianhua Zhou 11 11 0 02 Nov 2022
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration Zhenyu Zhang Yu Bowen Haiyang Yu Tingwen Liu Cheng Fu Jingyang Li Chengguang Tang Jian Sun Yongbin Li 23 6 0 14 Jul 2022