v1v2 (latest)

Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering

1 May 2020

Xiang Ren

Papers citing "Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering"

50 / 52 papers shown

Title
Trustworthy Medical Question Answering: An Evaluation-Centric Survey Yinuo Wang Robert E. Mercer Frank Rudzicz Sudipta Singha Roy Pengjie Ren Zhumin Chen Xindi Wang ELM 63 0 0 04 Jun 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning Yin Hua Zhiqiang Liu M. Ben-Chen Zheng Fang Chi-Man Wong Lingxiao Li Chi Man Vong Ningyu Zhang Wen Zhang ReLM LRM 55 0 0 28 May 2025
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval Yu Xia Junda Wu Sungchul Kim Tong Yu Ryan A. Rossi Haoliang Wang Julian McAuley 103 4 0 17 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Chen Gong Shirui Pan LRM RALM 193 8 0 16 Oct 2024
Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning Yu Fu Jie He Yifan Yang Qun Liu Deyi Xiong OffRL LRM 105 0 0 27 Sep 2024
Open-Set Knowledge-Based Visual Question Answering with Inference Paths Jingru Gan Xinzhe Han Shuhui Wang Qingming Huang 74 0 0 12 Oct 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 105 49 0 27 Sep 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 93 35 0 30 May 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 79 5 0 10 May 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification Anni Zou Zhuosheng Zhang Hai Zhao HILM 62 6 0 10 May 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 171 63 0 26 Mar 2023
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering Dhaval Taunk Lakshya Khanna Pavan Kandru Vasudeva Varma Charu Sharma Makarand Tapaswi 78 24 0 22 Mar 2023
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering Zhen Han Yue Feng Mingming Sun ELM LRM ReLM 41 2 0 18 Mar 2023
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 93 55 0 03 Dec 2022
Relation-Aware Language-Graph Transformer for Question Answering Jinyoung Park Hyeong Kyu Choi Juyeon Ko Hyeon-ju Park Ji-Hoon Kim Jisu Jeong Kyungmin Kim Hyunwoo J. Kim KELM LMTD ViT 51 10 0 02 Dec 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 56 6 0 24 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu Wenhao Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 100 26 0 15 Nov 2022
ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Byeongmin Choi Yong-Sook Lee Yeunwoong Kyung Eunchan Kim 50 10 0 14 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 108 65 0 03 Nov 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Silin Gao Jena D. Hwang Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut HILM 92 16 0 23 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 101 204 0 17 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su Zihao Wang Tianqing Fang Hongming Zhang Yangqiu Song Tong Zhang 65 15 0 14 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 50 1 0 12 Oct 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 105 77 0 07 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 134 62 0 30 Sep 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 114 24 0 28 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 40 6 0 20 Sep 2022
Structured Knowledge Grounding for Question Answering Yujie Lu Siqi Ouyang Kairui Zhou LMTD KELM 43 0 0 17 Sep 2022
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination Tingting Wu Xiao Ding Hao Zhang Jin-Fang Gao Li Du Bing Qin Ting Liu 71 9 0 21 Aug 2022
BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency Zhenyu Lei Herun Wan Wenqian Zhang Shangbin Feng Zilong Chen Jundong Li Qinghua Zheng Minnan Luo 71 27 0 17 Aug 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 55 5 0 04 Jul 2022
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering Yanan Wang Michihiro Yasunaga Hongyu Ren Shinya Wada J. Leskovec 83 18 0 23 May 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 106 231 0 21 Jan 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 323 59 0 06 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 89 72 0 06 Dec 2021
Refined Commonsense Knowledge from Large-Scale Web Contents Shrestha Ghosh Simon Razniewski Julien Romero Gerhard Weikum 86 32 0 30 Nov 2021
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs Hongyu Ren H. Dai Bo Dai Xinyun Chen Denny Zhou J. Leskovec Dale Schuurmans LRM 73 42 0 28 Oct 2021
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Yin Hua Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 70 58 0 27 Oct 2021
Leveraging Knowledge in Multilingual Commonsense Reasoning Yuwei Fang Shuohang Wang Yichong Xu Ruochen Xu Siqi Sun Chenguang Zhu Michael Zeng LRM 297 17 0 16 Oct 2021
Commonsense Knowledge in Word Associations and ConceptNet Chunhua Liu Trevor Cohn Lea Frermann 82 8 0 20 Sep 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 75 63 0 13 Jun 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning Aaron Chan Lyne Tchapmi Bo Long Soumya Sanyal Tanishq Gupta Xiang Ren ReLM LRM 108 11 0 18 Apr 2021
"I'm Not Mad": Commonsense Implications of Negation and Contradiction Liwei Jiang Antoine Bosselut Chandra Bhagavatula Yejin Choi LRM 71 37 0 13 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 74 599 0 13 Apr 2021
A Universal Model for Cross Modality Mapping by Relational Reasoning Zun Li Congyan Lang Liqian Liang Tao Wang Songhe Feng Jun Wu Yidong Li 47 2 0 26 Feb 2021
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution Ron Zhu 62 81 0 15 Dec 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering Yichong Xu Chenguang Zhu Ruochen Xu Yang Liu Michael Zeng Xuedong Huang 72 72 0 09 Dec 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 306 37 0 24 Oct 2020
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Mrigank Raman Aaron Chan Siddhant Agarwal Peifeng Wang Hansen Wang Sungchul Kim Ryan Rossi Handong Zhao Nedim Lipka Xiang Ren 123 19 0 24 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 78 43 0 24 Oct 2020