Leveraging Knowledge Bases in LSTMs for Improving Machine Reading

25 February 2019

Papers citing "Leveraging Knowledge Bases in LSTMs for Improving Machine Reading"

34 / 34 papers shown

Title
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding Hamideh-Sadat Fazael-Ardakani Hamid Soltanian-Zadeh 33 0 0 18 Apr 2025
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors Yongquan He Zhihan Wang Peng Zhang Zhaopeng Tu Z. Ren 31 20 0 21 Feb 2024
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning Long Jin Zhen Yao Mingyang Chen Hua-zeng Chen Wen Zhang 19 3 0 15 Aug 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 39 15 0 05 Feb 2023
Knowledge-Aware Neural Networks for Medical Forum Question Classification Soumyadeep Roy Sudip Chakraborty Aishik Mandal Gunjan Balde Prakhar Sharma Anandhavelu Natarajan Megha Khosla S. Sural Niloy Ganguly AI4MH 25 9 0 27 Sep 2021
KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs Yinquan Lu H. Lu Guirong Fu Qun Liu KELM 18 34 0 09 Sep 2021
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation Chenkai Sun Weijian Li Jinfeng Xiao Nikolaus Nova Parulian ChengXiang Zhai Heng Ji 44 4 0 29 Aug 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Xianpei Han Le Sun SSL LRM 32 5 0 19 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution S. Verlinden Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 30 23 0 05 Jul 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 37 65 0 27 May 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 34 34 0 25 May 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 17 111 0 18 Mar 2021
SensPick: Sense Picking for Word Sense Disambiguation S. Zobaed Md. Enamul Haque Md Fazle Rabby M. Salehi 15 6 0 10 Feb 2021
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Shuaiyi Nie Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 114 114 0 19 Oct 2020
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training Zhihan Zhang Xiubo Geng Tao Qin Yunfang Wu Daxin Jiang 35 22 0 28 Sep 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 38 176 0 13 Jul 2020
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search Helia Hashemi Hamed Zamani W. Bruce Croft 22 62 0 13 Jun 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 22 373 0 01 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 18 88 0 25 Feb 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 50 201 0 20 Dec 2019
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes Yujia Qin Fanchao Qi Sicong Ouyang Zhiyuan Liu Cheng Yang Yasheng Wang Qun Liu Maosong Sun 28 5 0 20 Oct 2019
Jointly Learning Entity and Relation Representations for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 19 152 0 20 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge Rahul Aralikatte Heather Lent Ana Valeria González Daniel Hershcovich Chen Qiu Anders Sandholm Michael Ringaard Anders Søgaard 18 16 0 05 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 24 460 0 04 Sep 2019
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis Bowen Xing L. Liao Dandan Song Jingang Wang Fuzheng Zhang Zhongyuan Wang Heyan Huang 28 36 0 19 May 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 28 114 0 17 May 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 20 2,084 0 26 Feb 2019
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 22 47 0 20 Oct 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 22 177 0 21 May 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 30 132 0 07 May 2018
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017