Dynamically Fused Graph Network for Multi-hop Reasoning

16 May 2019

Lei Li

Yong Yu

Papers citing "Dynamically Fused Graph Network for Multi-hop Reasoning"

45 / 45 papers shown

Title
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 68 33 0 23 May 2024
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Andrey Kravchenko RALM 33 1 0 29 Nov 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text Shuaiyi Li Yang Deng Wai Lam 40 2 0 19 Oct 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 54 54 0 26 Mar 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 49 7 0 12 Feb 2023
Graph Attention with Hierarchies for Multi-hop Question Answering Yunjie He P. Gorinski Ieva Staliunaite Pontus Stenetorp 18 2 0 27 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 41 35 0 26 Jan 2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective Jiayuan Chen Xiang Zhang Yinfei Xu Tianli Zhao Renjie Xie Wei Xu GNN BDL 31 0 0 25 Jan 2023
Rethinking Label Smoothing on Multi-hop Question Answering Zhangyue Yin Yuxin Wang Xiannian Hu Yiguang Wu Hang Yan Xinyu Zhang Bo Zhao Xuanjing Huang Xipeng Qiu 31 9 0 19 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 35 3 0 08 Dec 2022
IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection Jingcheng Deng Hengwei Dai Xuewei Guo Yuanchen Ju Wei Peng LRM 25 2 0 01 Dec 2022
MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding Meihuizi Jia Lei Shen Xin Shen L. Liao Meng Chen Xiaodong He Zhen-Heng Chen Jiaqi Li 43 41 0 27 Nov 2022
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network Md Aminul Haque Palash A. Khan Kawsarul Islam Md Abdullah Al Nasim Ryan Mohammad Bin Shahjahan CVBM 24 2 0 26 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 0 09 Oct 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 24 17 0 20 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 43 27 0 18 May 2022
Better Retrieval May Not Lead to Better Question Answering Zhengzhong Liang Tushar Khot Steven Bethard Mihai Surdeanu Ashish Sabharwal RALM LRM 28 3 0 07 May 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 36 2 0 21 Apr 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 253 52 0 27 Jan 2022
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution Qiuhao Lu Thien Huu Nguyen Dejing Dou 33 19 0 19 Dec 2021
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 43 7 0 17 Nov 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 34 3 0 31 Aug 2021
Graph-free Multi-hop Reading Comprehension: A Select-to-Guide Strategy Bohong Wu Zhuosheng Zhang Hai Zhao 32 20 0 25 Jul 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
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 13 7 0 12 May 2021
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues Hung Le Nancy F. Chen Guosheng Lin 36 14 0 01 Mar 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 27 117 0 16 Dec 2020
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 37 59 0 23 Oct 2020
Multi-hop Question Generation with Graph Convolutional Network Dan Su Yan Xu Wenliang Dai Ziwei Ji Tiezheng Yu Pascale Fung 23 40 0 19 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 32 25 0 07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 25 50 0 01 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 34 223 0 29 Sep 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 22 114 0 24 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 33 20 0 16 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 19 14 0 15 Sep 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 36 39 0 11 Jun 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 26 0 0 20 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 20 89 0 25 Feb 2020
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking Jianguo Zhang Kazuma Hashimoto Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 50 167 0 08 Oct 2019
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 19 74 0 07 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 32 69 0 01 Oct 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv Yuxian Gu Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu LRM 20 86 0 30 Aug 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 40 5,416 0 20 Dec 2018
Reasoning with Memory Augmented Neural Networks for Language Comprehension Tsendsuren Munkhdalai Hong-ye Yu 43 24 0 20 Oct 2016