Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs

30 July 2023

Omri Suissa

M. Zhitomirsky-Geffet

Papers citing "Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs"

50 / 52 papers shown

Title
Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet AI4CE 51 47 0 30 Jul 2023
Toward the Optimized Crowdsourcing Strategy for OCR Post-Correction Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet 59 6 0 12 Jun 2021
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction Abhishek Nadgeri Anson Bastos Kuldeep Singh I. Mulang' Johannes Hoffart Saeedeh Shekarpour V. Saraswat SLR 53 34 0 01 Jun 2021
Complex Factoid Question Answering with a Free-Text Knowledge Graph Chen Zhao Chenyan Xiong Xin Qian Jordan L. Boyd-Graber 55 38 0 23 Mar 2021
Does Dialog Length matter for Next Response Selection task? An Empirical Study Jatin Ganhotra Sachindra Joshi VLM 39 5 0 24 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 250 257 0 04 Jan 2021
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 144 120 0 22 Sep 2020
$NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer$ NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer Diego Moussallem Dwaraknath Gnaneshwar Thiago Castro Ferreira A. N. Ngomo 46 16 0 16 Sep 2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu LRM 55 4 0 16 Sep 2020
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models I. Mulang' Kuldeep Singh Chaitali Prabhu Abhishek Nadgeri Johannes Hoffart Jens Lehmann 57 55 0 12 Aug 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki 67 51 0 13 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 179 4,090 0 10 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 1,997 0 02 Feb 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 199 2,332 0 13 Jan 2020
Integrating Graph Contextualized Knowledge into Pre-trained Language Models Bin He Di Zhou Jinghui Xiao Xin jiang Qun Liu Nicholas Jing Yuan Tong Xu AI4CE 67 78 0 30 Nov 2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 84 215 0 11 Nov 2019
Hierarchical Graph Network for Multi-hop Question Answering Yuwei Fang S. Sun Zhe Gan R. Pillai Shuohang Wang Jingjing Liu 93 172 0 09 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 237 7,547 0 02 Oct 2019
A Gated Self-attention Memory Network for Answer Selection T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 37 40 0 13 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,295 0 27 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 71 188 0 14 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 674 24,541 0 26 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 81 100 0 15 Jun 2019
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction Peng Xu Denilson Barbosa 45 40 0 25 Mar 2019
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases Wanyun Cui Yanghua Xiao Haixun Wang Yangqiu Song Seung-won Hwang Wei Wang 52 256 0 06 Mar 2019
Evaluating Rewards for Question Generation Models Tom Hosking Sebastian Riedel 68 41 0 28 Feb 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 120 495 0 05 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 92 1,828 0 15 Sep 2018
Improving Question Answering by Commonsense-Based Pre-Training Wanjun Zhong Duyu Tang N. Duan Ming Zhou Jiahai Wang Jian Yin NAI LRM ReLM 49 523 0 05 Sep 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 290 2,853 0 11 Jun 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 98 254 0 07 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 230 11,565 0 15 Feb 2018
Table-to-text Generation by Structure-aware Seq2seq Learning Tianyu Liu Kexiang Wang Lei Sha Baobao Chang Zhifang Sui LMTD 75 268 0 27 Nov 2017
Order-Planning Neural Text Generation From Structured Data Lei Sha Lili Mou Tianyu Liu Pascal Poupart Sujian Li Baobao Chang Zhifang Sui LMTD 81 114 0 01 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Graph Convolutional Matrix Completion Rianne van den Berg Thomas Kipf Max Welling GNN 127 1,261 0 07 Jun 2017
Graph Embedding Techniques, Applications, and Performance: A Survey Palash Goyal Emilio Ferrara GNN AI4TS 137 1,730 0 08 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 158 664 0 29 Apr 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,733 0 28 Feb 2017
Multi-Perspective Context Matching for Machine Comprehension Zhiguo Wang Haitao Mi Wael Hamza Radu Florian RALM 52 159 0 13 Dec 2016
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 213 2,906 0 12 Dec 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 84 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,903 0 03 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 312 8,169 0 16 Jun 2016
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 130 2,554 0 22 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 440 20,584 0 10 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 637 13,432 0 25 Aug 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 88 715 0 14 Jun 2014