QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

13 April 2021

Papers citing "QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering"

50 / 88 papers shown

Title
Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases Derian Boer Stephen Roth Stefan Kramer KELM 34 0 0 14 May 2025
Injecting Knowledge Graphs into Large Language Models Erica Coppolillo 29 0 0 12 May 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 30 0 0 11 Apr 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 48 2 0 27 Feb 2025
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering Jiahao Nick Li Zhuohao Jerry Zhang Zhang 67 1 0 24 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao M. Yuan 60 1 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jiashuo Sun Jiawei Han RALM 88 0 0 16 Feb 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback Manzong Huang Chenyang Bu Yi He Xindong Wu 67 0 0 28 Jan 2025
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Mufan Xu K. Chen Xuefeng Bai Muyun Yang Tiejun Zhao Min Zhang 91 1 0 17 Dec 2024
Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes Rahul Garg Trilok Padhi Hemang Jain Ugur Kursuncu Ponnurangam Kumaraguru 83 3 0 19 Nov 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 40 9 0 28 Oct 2024
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 40 4 0 17 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 56 5 0 06 Oct 2024
MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems Johann Felipe Gonzalez Donglin Liu Haoran Yan Wenjie Wu Zongyang Liu LRM 47 1 0 03 Aug 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 34 1 0 26 Jun 2024
Temporal Knowledge Graph Question Answering: A Survey Miao Su Zixuan Li Zhuo Chen Long Bai Xiaolong Jin Jiafeng Guo 61 2 0 20 Jun 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
Compositional Generalization with Grounded Language Models Sondre Wold Étienne Simon Lucas Georges Gabriel Charpentier Egor V. Kostylev Erik Velldal Lilja Øvrelid KELM 31 1 0 07 Jun 2024
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 62 10 0 22 May 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 42 5 0 11 Mar 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models Yifu Gao Linbo Qiao Zhigang Kan Zhihua Wen Yongquan He Dongsheng Li 57 6 0 26 Feb 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion Yichi Zhang Zhuo Chen Lei Liang Hua-zeng Chen Wen Zhang 61 4 0 22 Feb 2024
EntGPT: Entity Linking with Generative Large Language Models Yifan Ding Amrit Poudel Qingkai Zeng Tim Weninger Balaji Veeramani Sanmitra Bhattacharya ReLM KELM LRM 46 4 0 09 Feb 2024
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems Sagi Shaier Kevin Bennett Lawrence E Hunter K. Wense 31 0 0 16 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 42 2 0 15 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 42 44 0 27 Sep 2023
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models Baoshuo Kan Teng Wang Wenpeng Lu Xiantong Zhen Weili Guan Feng Zheng VPVLM VLM 36 25 0 22 Aug 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 44 12 0 07 Jun 2023
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks Sondre Wold Lilja Ovrelid Erik Velldal 29 3 0 05 Jun 2023
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning Xiaoxin He Xavier Bresson T. Laurent Adam Perold Yann LeCun Bryan Hooi 33 73 0 31 May 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 18 29 0 30 May 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models Yuhui Zhang Michihiro Yasunaga Zhengping Zhou Jeff Z. HaoChen James Zou Percy Liang Serena Yeung 47 7 0 27 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 28 9 0 22 May 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings Mattia Atzeni Mikhail Plekhanov F. Dreyer Nora Kassner Simone Merello Louis Martin Nicola Cancedda 52 1 0 19 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 32 3 0 15 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 43 4 0 15 May 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering Qianglong Chen Guohai Xu Mingshi Yan Ji Zhang Fei Huang Luo Si Yin Zhang 29 9 0 14 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 26 5 0 10 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 29 1 0 07 May 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 24 14 0 03 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 51 54 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 19 22 0 22 Mar 2023
XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages Dhaval Taunk Shivprasad Sagare Anupam Patil Shivansh Subramanian Manish Gupta Vasudeva Varma 25 3 0 22 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 38 42 0 10 Mar 2023
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering Qichen Ye Bowen Cao Nuo Chen Weiyuan Xu Yuexian Zou 26 16 0 23 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 49 15 0 05 Feb 2023
Analogical Inference Enhanced Knowledge Graph Embedding Zhen Yao Wen Zhang Mingyang Chen Yufen Huang Yezhou Yang Hua-zeng Chen 41 12 0 03 Jan 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 0 21 Dec 2022
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph Jingjing Xu M. Biryukov Martin Theobald V. Venugopal 34 0 0 12 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 36 110 0 12 Dec 2022