A Hierarchical Framework for Relation Extraction with Reinforcement Learning

9 November 2018

Papers citing "A Hierarchical Framework for Relation Extraction with Reinforcement Learning"

21 / 21 papers shown

Title
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 40 1 0 18 Sep 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 34 7 0 08 May 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification Robert Vacareanu F. Alam M. Islam Haris Riaz Mihai Surdeanu NAI 27 2 0 05 Mar 2024
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 29 14 0 09 Nov 2023
CLIP-Motion: Learning Reward Functions for Robotic Actions Using Consecutive Observations Xuzhe Dang Stefan Edelkamp 35 4 0 06 Nov 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 55 5 0 04 Oct 2023
SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention Hao Zhang 22 0 0 06 Apr 2023
PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection Yuquan Lan Dongxu Li Yunqi Zhang Hui Zhao Gang Zhao 27 4 0 26 Nov 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 49 0 0 11 Nov 2022
A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling Feiliang Ren Longhui Zhang Shujuan Yin Xiaofeng Zhao Shilei Liu Bochao Li Yaduo Liu 34 70 0 14 Sep 2021
RTE: A Tool for Annotating Relation Triplets from Text Ankan Mullick Animesh Bera Tapas Nayak KELM 16 2 0 18 Aug 2021
Aspect Sentiment Triplet Extraction Using Reinforcement Learning Samson Yu Tapas Nayak Navonil Majumder Soujanya Poria 22 38 0 13 Aug 2021
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction Jian Cheng Tian Zhang Shuang Zhang Huimin Ren Guo-Ding Yu Xiliang Zhang Shangce Gao Lianbo Ma 21 16 0 27 Jun 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 14 49 0 31 Mar 2021
Complex Relation Extraction: Challenges and Opportunities Haiyun Jiang Qiaoben Bao Qiao Cheng Deqing Yang Li Wang Yanghua Xiao 31 13 0 09 Dec 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 17 127 0 14 Sep 2020
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning Jingjing Wang Changlong Sun Shoushan Li Jiancheng Wang Luo Si Min Zhang Xiaozhong Liu Guodong Zhou 16 22 0 21 Oct 2019
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy Yu Bowen Zhenyu Zhang Jianlin Su Yubin Wang Tingwen Liu Bin Wang Sujian Li 22 167 0 10 Sep 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 30 346 0 14 May 2019
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning Ryuichi Takanobu Tao Zhuang Minlie Huang Jun Feng Haihong Tang Bo Zheng 17 17 0 24 Feb 2019