Improved Neural Relation Detection for Knowledge Base Question Answering

20 April 2017

Mo Yu

Wenpeng Yin

K. Hasan

Cicero Nogueira dos Santos

Bing Xiang

Bowen Zhou

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Papers citing "Improved Neural Relation Detection for Knowledge Base Question Answering"

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Title
How Good are LLMs at Relation Extraction under Low-Resource Scenario? Comprehensive Evaluation Dawulie Jinensibieke M. Maimaiti Wentao Xiao Yuanhang Zheng Xiaobo Wang 46 2 0 17 Jun 2024
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Endri Kacupaj Kuldeep Singh M. Maleshkova Jens Lehmann 24 13 0 09 Oct 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou Qiao Qiao Yuepei Li Qi Li 18 8 0 31 Jul 2022
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection Shengxuan Luo Shengkang Yu 13 17 0 10 Mar 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation Chengwei Qin Shafiq R. Joty BDL CLL 18 33 0 04 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 13 7 0 22 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng-Wei Zhang 17 0 0 24 Jan 2022
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata Jianyun Zou Min Yang Lichao Zhang Yechen Xu Qifan Pan ... Ran Qin Shushu Wang Yifan He Songfang Huang Zhou Zhao 25 8 0 11 Nov 2021
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 28 5 0 06 Sep 2021
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion Yiqing Xie Jiaming Shen Sha Li Yuning Mao Jiawei Han 21 64 0 16 Jun 2021
Multi-view Inference for Relation Extraction with Uncertain Knowledge Bo Li Wei Ye Canming Huang Shikun Zhang 25 19 0 28 Apr 2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Debanjan Chaudhuri Md. Rony Jens Lehmann 16 12 0 30 Mar 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 14 3 0 15 Mar 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu Xuekai Li Yuan-Fang Li Reza Haffari Guilin Qi Yujin Zhu Guoqiang Xu CLL 29 67 0 06 Jan 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Pavan Kapanipathi Ibrahim Abdelaziz Srinivas Ravishankar Salim Roukos Alexander G. Gray ... Ryan Riegel Gaetano Rossiello Udit Sharma G P Shrivatsa Bhargav Mo Yu 41 110 0 03 Dec 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 8 49 0 30 Oct 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua Yuan-Fang Li Gholamreza Haffari Guilin Qi Tongtong Wu 44 36 0 29 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 23 141 0 06 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 21 223 0 29 Sep 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 22 69 0 16 Feb 2020
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention Qiming Bao Lin Ni J. Liu AI4MH 14 48 0 08 Feb 2020
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 15 71 0 08 Nov 2019
Fine-tune Bert for DocRED with Two-step Process Hong Wang C. Focke Rob Sylvester Nilesh Mishra W. Wang 13 115 0 26 Sep 2019
Towards Optimisation of Collaborative Question Answering over Knowledge Graphs Kuldeep Singh M. Y. Jaradeh Saeedeh Shekarpour Akash Kulkarni Arun Sethupat Radhakrishna Ioanna Lytra Maria-Esther Vidal Jens Lehmann 21 1 0 14 Aug 2019
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 29 8 0 13 Aug 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Christoph Alt Marc Hübner Leonhard Hennig 15 119 0 19 Jun 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 23 114 0 17 May 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 19 98 0 02 Apr 2019
Sentence Embedding Alignment for Lifelong Relation Extraction Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang CLL 18 132 0 06 Mar 2019
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Daniil Sorokin Iryna Gurevych GNN 14 96 0 13 Aug 2018
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN Yingqi Qu Jie Liu Liangyi Kang Javen Qinfeng Shi Dan Ye 26 53 0 10 Apr 2018
Densely Connected Bidirectional LSTM with Applications to Sentence Classification Zixiang Ding Rui Xia Jianfei Yu Xiang Li Jian Yang AI4CE 27 61 0 03 Feb 2018
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering Hongzhi Zhang Guandong Xu Xiao Liang Tinglei Huang Kun Fu KELM 29 13 0 30 Jan 2018
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks Salman Mohammed Peng Shi Jimmy J. Lin 23 105 0 05 Dec 2017
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016