GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

21 January 2022

Christopher D. Manning

Papers citing "GreaseLM: Graph REASoning Enhanced Language Models for Question Answering"

50 / 132 papers shown

Title
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
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities Chuangtao Ma Yongrui Chen Tianxing Wu Arijit Khan Haofen Wang ELM 63 0 0 26 May 2025
From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data Ugur Kursuncu Trilok Padhi Gaurav Sinha Abdulkadir Erol Jaya Krishna Mandivarapu Christopher R. Larrison AI4MH 35 1 0 24 May 2025
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry Xiaocong Du Haoyu Pei Haipeng Zhang 55 0 0 19 May 2025
Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling Hyun Lee Chris Yi Maminur Islam B.D.S. Aritra 72 0 0 02 May 2025
Bridging Queries and Tables through Entities in Table Retrieval Da Li Keping Bi Jiafeng Guo Xueqi Cheng LMTD 58 0 0 09 Apr 2025
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases Alfred Clemedtson Borun Shi RALM 172 1 0 07 Apr 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Xusheng Cao Haori Lu Linlan Huang Fei Yang Xialei Liu Ming-Ming Cheng CLL KELM 101 0 0 24 Mar 2025
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models Siwei Zhang Yun Xiong Yateng Tang Xi Chen Zian Jia Zehao Gu Jiarong Xu Jiawei Zhang AI4CE 119 1 0 18 Mar 2025
Playing games with Large language models: Randomness and strategy Alicia Vidler Toby Walsh 112 1 0 04 Mar 2025
Shifting Power: Leveraging LLMs to Simulate Human Aversion in ABMs of Bilateral Financial Exchanges, A bond market study Alicia Vidler Toby Walsh 58 0 0 01 Mar 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 115 2 0 27 Feb 2025
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs Yushi Feng Tsai Hor Chan Guosheng Yin Lequan Yu 113 1 0 20 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 Mingxuan Yuan 121 2 0 17 Feb 2025
Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy Ruizhan Xue Huimin Deng Fang He Maojun Wang Zeyu Zhang 120 1 0 12 Feb 2025
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement Qianyue Wang Jinwu Hu Zhengping Li Yufeng Wang daiyuan li Yu Hu Mingkui Tan 152 6 0 18 Dec 2024
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Lihui Liu Zihao Wang Hanghang Tong NAI 107 3 0 30 Nov 2024
Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes Rahul Garg Trilok Padhi Hemang Jain Ugur Kursuncu Ponnurangam Kumaraguru 157 4 0 19 Nov 2024
Can Large Language Models Act as Ensembler for Multi-GNNs? Hanqi Duan Yao Cheng Jianxiang Yu Xiang Li AI4CE 77 0 0 22 Oct 2024
Privately Learning from Graphs with Applications in Fine-tuning Large Language Models Haoteng Yin Rongzhe Wei Eli Chien P. Li 99 1 0 10 Oct 2024
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering Yu Zhang Kehai Chen Xuefeng Bai zhao kang Quanjiang Guo Min Zhang 115 12 0 02 Oct 2024
Infer Human's Intentions Before Following Natural Language Instructions Yanming Wan Yue Wu Yiping Wang Jiayuan Mao Natasha Jaques LM&Ro 116 3 0 26 Sep 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 39 0 0 23 Aug 2024
Differentiating Choices via Commonality for Multiple-Choice Question Answering Wenqing Deng Zhe Wang Kewen Wang Shirui Pan Xiaowang Zhang Zhiyong Feng 67 0 0 21 Aug 2024
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models Jialiang Wang Shimin Di Hanmo Liu Zhili Wang Jiachuan Wang Lei Chen Xiaofang Zhou 78 0 0 13 Aug 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 75 2 0 03 Aug 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs Elan Markowitz Anil Ramakrishna Jwala Dhamala Ninareh Mehrabi Charith Peris Rahul Gupta Kai-Wei Chang Aram Galstyan LRM 114 9 0 31 Jul 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 111 2 0 30 Jul 2024
Multi-turn Response Selection with Commonsense-enhanced Language Models Yuandong Wang Xuhui Ren Tong Chen Yuxiao Dong Nguyen Quoc Viet Hung Jie Tang KELM LRM 56 0 0 26 Jul 2024
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph Zhehao Zhang Jiaao Chen Diyi Yang LRM 73 13 0 25 Jun 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Dongyang Li Taolin Zhang Longtao Huang Chengyu Wang Xiaofeng He Hui Xue KELM OffRL 55 0 0 24 Jun 2024
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration Han-Cheng Yu Yu-An Shih Kin-Man Law Kai-Yu Hsieh Yu-Chen Cheng Hsin-Chih Ho Zih-An Lin Wen-Chuan Hsu Yao-Chung Fan 69 10 0 19 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 110 8 0 14 Jun 2024
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong Baoyun Peng Yufei Wang Jia Fu Xiaodong Wang Yongxue Shan Xin Zhou 76 4 0 03 Jun 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 124 70 0 30 May 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 69 2 0 28 May 2024
Cost-efficient Knowledge-based Question Answering with Large Language Models Junnan Dong Qinggang Zhang Chuang Zhou Hao Chen Daochen Zha Xiao Huang 91 4 0 27 May 2024
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks Yichi Zhang Binbin Hu Zhuo Chen Lingbing Guo Ziqi Liu Qing Cui Lei Liang Hua-zeng Chen Wen Zhang CLL 87 2 0 21 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 54 3 0 18 May 2024
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang Dawei Yin Nitesh Chawla Chao Huang 96 47 0 10 May 2024
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval Mengjia Niu Hao Li Jie Shi Hamed Haddadi Fan Mo HILM 66 10 0 10 May 2024
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information Jimenez Eladio Hao Wu 74 4 0 18 Apr 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 62 2 0 10 Apr 2024
Towards Graph Foundation Models for Personalization Andreas Damianou Francesco Fabbri Paul Gigioli Marco De Nadai Alice Wang Enrico Palumbo M. Lalmas AI4CE 71 8 0 12 Mar 2024
Automatic Question-Answer Generation for Long-Tail Knowledge Rohan Kumar Youngmin Kim Sunitha Ravi Haitian Sun Christos Faloutsos Ruslan Salakhutdinov Minji Yoon 53 8 0 03 Mar 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion Silin Gao Mete Ismayilzada Mengjie Zhao Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut DiffM 73 1 0 26 Feb 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 87 9 0 26 Feb 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 68 12 0 22 Feb 2024
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge Julien Delile Srayanta Mukherjee Anton Van Pamel Leonid Zhukov RALM 71 20 0 19 Feb 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Shuzhou Yuan Ercong Nie Michael Farber Helmut Schmid Hinrich Schütze 78 3 0 18 Feb 2024