Large-scale Simple Question Answering with Memory Networks

5 June 2015

Jason Weston

Papers citing "Large-scale Simple Question Answering with Memory Networks"

50 / 109 papers shown

Title
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs Qi Zhao Hongyu Yang Qi Song Xinwei Yao Xiangyang Li 48 0 0 17 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 78 8 0 21 Jan 2025
Assessing SPARQL capabilities of Large Language Models Lars-Peter Meyer Johannes Frey Felix Brei Natanael Arndt 43 5 0 09 Sep 2024
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi ... Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh RALM 60 5 0 14 Jun 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 49 36 0 20 May 2024
Question Answering Over Spatio-Temporal Knowledge Graph Xinbang Dai Huiying Li Guilin Qi 13 0 0 18 Feb 2024
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering Jiaxiang Liu Tong Zhou Yubo Chen Kang Liu Jun Zhao KELM 38 3 0 15 Feb 2024
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers Maciej Besta Afonso Claudino Catarino Lukas Gianinazzi Nils Blach Piotr Nyczyk H. Niewiadomski Torsten Hoefler 35 6 0 30 Nov 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 27 3 0 15 Sep 2023
KGConv, a Conversational Corpus grounded in Wikidata Quentin Brabant Gwénolé Lecorvé L. Rojas-Barahona Claire Gardent 30 1 0 29 Aug 2023
Knowledge Graphs Querying Arijit Khan 34 16 0 23 May 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 23 9 0 23 Mar 2023
Poisoning Web-Scale Training Datasets is Practical Nicholas Carlini Matthew Jagielski Christopher A. Choquette-Choo Daniel Paleka Will Pearce Hyrum S. Anderson Andreas Terzis Kurt Thomas Florian Tramèr SILM 31 182 0 20 Feb 2023
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 29 2 0 19 Dec 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 34 9 0 07 Oct 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 39 13 0 04 Sep 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 25 3 0 03 Jun 2022
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark Saurabh Kulshreshtha Olga Kovaleva Namrata Shivagunde Anna Rumshisky ELM LRM 37 4 0 20 May 2022
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? Longquan Jiang Ricardo Usbeck 13 17 0 13 May 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering V. Chekalina Anton Razzhigaev A. Sayapin Evgeny Frolov Alexander Panchenko 31 7 0 22 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li Jonathan Shihao Ji 20 14 0 15 Apr 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng-Wei Zhang 25 0 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 34 4 0 24 Jan 2022
Scaling Knowledge Graph Embedding Models Nasrullah Sheikh Xiao Qin B. Reinwald Chuan Lei 39 5 0 08 Jan 2022
OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data Gaochen Wu Bin Xu Yuxin Qin Yang Liu Lingyu Liu Ziwei Wang 27 0 0 31 Dec 2021
Learning to Select the Next Reasonable Mention for Entity Linking Jian Sun Yu Zhou Chengqing Zong 34 0 0 08 Dec 2021
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 33 8 0 11 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 28 0 0 10 Nov 2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases S. Neelam Udit Sharma Hima P. Karanam S. Ikbal Pavan Kapanipathi ... Salim Roukos Alexander G. Gray Guilherme LimaRyan Riegel F. Luus L. V. Subramaniam 21 14 0 28 Sep 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 140 0 17 Sep 2021
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 38 5 0 06 Sep 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention Wenkai Zhang Hongyu Lin Xianpei Han Le Sun 30 43 0 17 Jun 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 16 161 0 25 May 2021
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao Xu Han Keyue Qiu Yuzhuo Bai Zhiyu Xie Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou ELM 27 31 0 20 May 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 36 163 0 18 Apr 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi S. Cao Lei Hou Juan-Zi Li Hanwang Zhang GNN 34 105 0 15 Apr 2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Debanjan Chaudhuri Md. Rony Jens Lehmann 27 12 0 30 Mar 2021
ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation Endri Kacupaj Barshana Banerjee Kuldeep Singh Jens Lehmann 31 17 0 13 Mar 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 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 38 67 0 06 Jan 2021
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph Yu Chen Ananya Subburathinam Ching-Hua Chen Mohammed J Zaki 54 66 0 05 Jan 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 33 9 0 24 Dec 2020
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
Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases Sheng Bi Xiya Cheng Yuan-Fang Li Yongzhen Wang Guilin Qi 28 31 0 07 Oct 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 26 54 0 30 Jul 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 41 153 0 30 Jul 2020
IQA: Interactive Query Construction in Semantic Question Answering Systems Hamid Zafar Mohnish Dubey Jens Lehmann Elena Demidovac 21 13 0 20 Jun 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 34 23 0 21 May 2020
Entity-Enriched Neural Models for Clinical Question Answering Bhanu Pratap Singh Rawat W. Weng So Yeon Min Preethi Raghavan Peter Szolovits 26 18 0 13 May 2020
Template-based Question Answering using Recursive Neural Networks Ram G. Athreya S. Bansal Axel-Cyrille Ngonga-Ngomo Ricardo Usbeck 13 31 0 03 Apr 2020