Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks

27 April 2017

Siva Reddy

Papers citing "Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks"

50 / 53 papers shown

Title
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Yuheng Ma LRM RALM ReLM KELM 873 3 0 24 Feb 2025
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 136 16 0 24 May 2023
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge GraphInternational Conference on Big Data Technologies and Applications (ICBDTA), 2022 Jingjing Xu M. Biryukov Martin Theobald V. Venugopal 217 2 0 12 Dec 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD CodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 273 70 0 07 Oct 2022
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Huda Hakami Mona Hakami Angrosh Mandya Danushka Bollegala 106 1 0 27 Apr 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 136 4 0 24 Jan 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 122 0 0 10 Nov 2021
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot TaggingInternational Joint Conference on Natural Language Processing (IJCNLP), 2021 Hongru Wang Zezhong Wang Gabriel Pui Cheong Fung Kam-Fai Wong OffRL CLL 207 11 0 26 Aug 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 653 34 0 19 Aug 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate SpeechFindings (Findings), 2021 Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 106 76 0 22 Jun 2021
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yingjun Du Nithin Holla Xiantong Zhen Cees G. M. Snoek Ekaterina Shutova 132 9 0 05 Jun 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 255 402 0 17 May 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge GraphsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 132 58 0 11 May 2021
CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion Keshav Kolluru M. Chauhan Yatin Nandwani Parag Singla Mausam 191 2 0 18 Apr 2021
Multi-facet Universal SchemaConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Rohan Paul Haw-Shiuan Chang Andrew McCallum CVBM 118 1 0 29 Mar 2021
Two Training Strategies for Improving Relation Extraction over Universal GraphConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Qinyun Dai Naoya Inoue Ryo Takahashi Kentaro Inui 136 3 0 12 Feb 2021
Using Natural Language Relations between Answer Choices for Machine ComprehensionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Rajkumar Pujari Dan Goldwasser 137 5 0 31 Dec 2020
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 509 98 0 29 Dec 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Qianglong Chen Feng Ji Haiqing Chen Yin Zhang KELM RALM 138 30 0 05 Nov 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 233 37 0 23 Oct 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 90 82 0 12 May 2020
Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale DatasetsJournal of Biomedical Informatics (JBI), 2020 Shikhar Vashishth Denis R. Newman-Griffis Rishabh Joshi Ritam Dutt Carolyn Rose 221 29 0 01 May 2020
Question Answering over Curated and Open Web SourcesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Rishiraj Saha Roy Avishek Anand 286 12 0 24 Apr 2020
Neural Abstractive Summarization with Structural AttentionInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Hao Nie Chi-Man Wong Qiang Chen 118 2 0 21 Apr 2020
Coordinated Reasoning for Cross-Lingual Knowledge Graph AlignmentAAAI Conference on Artificial Intelligence (AAAI), 2020 Kun Xu Linfeng Song Yansong Feng Yan Song Dong Yu 125 57 0 23 Jan 2020
Learning Cross-Context Entity Representations from Text Jeffrey Ling Nicholas FitzGerald Zifei Shan Livio Baldini Soares Thibault Févry David J. Weiss Tom Kwiatkowski 130 33 0 11 Jan 2020
CPGAN: Full-Spectrum Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis Jiadong Liang Wenjie Pei Feng Lu GAN 135 19 0 18 Dec 2019
Extending Machine Language Models toward Human-Level Language Understanding James L. McClelland Felix Hill Maja R. Rudolph Jason Baldridge Hinrich Schütze LRM 119 36 0 12 Dec 2019
Cooperative Reasoning on Knowledge Graph and Corpus: A Multi-agentReinforcement Learning Approach Yunan Zhang Xiang Cheng Heting Gao Chengxiang Zhai LRM 102 3 0 04 Dec 2019
Selection-based Question Answering of an MOOC Atul Sahay Smita Gholkar K. Arya 46 2 0 15 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 234 111 0 10 Nov 2019
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERTFindings (Findings), 2019 Nina Poerner Ulli Waltinger Hinrich Schütze 320 163 0 09 Nov 2019
Towards Combinational Relation Linking over Knowledge GraphsWorld wide web (Bussum) (WWW), 2019 Weiguo Zheng Mei Zhang GNN 122 1 0 22 Oct 2019
Relational Graph Representation Learning for Open-Domain Question Answering Sal Vivona Kaveh Hassani GNN NAI 108 10 0 18 Oct 2019
Why can't memory networks read effectively? Simon Suster Madhumita Sushil Walter Daelemans GNN 87 0 0 16 Oct 2019
Type-aware Convolutional Neural Networks for Slot FillingJournal of Artificial Intelligence Research (JAIR), 2019 Heike Adel Hinrich Schütze 69 6 0 01 Oct 2019
Discourse-Aware Semantic Self-Attention for Narrative Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Todor Mihaylov Anette Frank 145 29 0 28 Aug 2019
Interpretable Question Answering on Knowledge Bases and TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 A. Sydorova Nina Poerner Benjamin Roth 108 27 0 26 Jun 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question AnsweringInternational Conference on Learning Representations (ICLR), 2019 Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 152 169 0 14 May 2019
Memory-Attended Recurrent Network for Video CaptioningComputer Vision and Pattern Recognition (CVPR), 2019 Wenjie Pei Jiyuan Zhang Xiangrong Wang Lei Ke Xiaoyong Shen Yu-Wing Tai 183 222 0 10 May 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 325 411 0 21 Apr 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Zhibin Liu Zheng-Yu Niu Hua Wu Haifeng Wang 178 17 0 25 Mar 2019
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Yu Chen Lingfei Wu Mohammed J Zaki KELM RALM 208 133 0 06 Mar 2019
Progressive Memory Banks for Incremental Domain Adaptation Nabiha Asghar Lili Mou Kira A. Selby Kevin D. Pantasdo Pascal Poupart Xin Jiang CLL 177 26 0 01 Nov 2018
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das Tsendsuren Munkhdalai Xingdi Yuan Adam Trischler Andrew McCallum 174 80 0 12 Oct 2018
Dual Memory Network Model for Biased Product Review Classification Yunfei Long Mingyu Derek Ma Q. Lu Rong Xiang Chu-Ren Huang 130 14 0 16 Sep 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun Bhuwan Dhingra Manzil Zaheer Kathryn Mazaitis Ruslan Salakhutdinov William W. Cohen 186 461 0 04 Sep 2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker Jianpeng Cheng Mirella Lapata 209 17 0 23 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 146 20 0 11 Aug 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking Shikhar Murty Pat Verga Luke Vilnis Irena Radovanovic Andrew McCallum 206 95 0 13 Jul 2018