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
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 65 13 0 18 Feb 2024
Can we Soft Prompt LLMs for Graph Learning Tasks? Zheyuan Liu Xiaoxin He Yijun Tian Nitesh Chawla 98 32 0 15 Feb 2024
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs A. Bazaga Pietro Lio G. Micklem 76 4 0 11 Feb 2024
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models Costas Mavromatis Petros Karypis George Karypis KELM RALM 86 3 0 03 Feb 2024
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs Ying Su Jipeng Zhang Yangqiu Song Tong Zhang 62 1 0 31 Jan 2024
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning Debjyoti Mondal Suraj Modi Subhadarshi Panda Rituraj Singh Godawari Sudhakar Rao LRM 71 46 0 23 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 69 10 0 22 Jan 2024
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios Wenhao Ding Yulong Cao Ding Zhao Chaowei Xiao Marco Pavone 77 28 0 19 Dec 2023
Challenges and Opportunities of Moderating Usage of Large Language Models in Education Lars Krupp Steffen Steinert Maximilian Kiefer-Emmanouilidis Karina E. Avila Paul Lukowicz Jochen Kuhn S. Küchemann Jakob Karolus 60 12 0 19 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 146 11 0 11 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng Jiang Heng Ji Jiawei Han AI4CE 109 161 0 05 Dec 2023
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 236 24 0 24 Nov 2023
Experts-in-the-Loop: Establishing an Effective Workflow in Crafting Privacy Q&A Zahra Kolagar Anna Leschanowsky Birgit Popp 60 1 0 18 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 60 4 0 15 Nov 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA Hyeong Kyu Choi Seunghun Lee Jaewon Chu Hyunwoo J. Kim 54 6 0 24 Oct 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Scope Chen Ling Xuchao Zhang Xujiang Zhao Yanchi Liu Wei Cheng Mika Oishi Takao Osaki Katsushi Matsuda Haifeng Chen Liang Zhao ReLM LRM 62 1 0 18 Oct 2023
Faithful Knowledge Graph Explanations for Commonsense Reasoning Weihe Zhai A. Zubiaga 99 0 0 07 Oct 2023
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions Mikhail Salnikov Hai Le Prateek Rajput Irina Nikishina Pavel Braslavski Valentin Malykh Alexander Panchenko KELM 56 16 0 03 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 105 86 0 03 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 66 6 0 02 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 133 238 0 02 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 102 49 0 27 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 83 50 0 06 Sep 2023
Unreflected Acceptance -- Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education Lars Krupp Steffen Steinert Maximilian Kiefer-Emmanouilidis Karina E. Avila Paul Lukowicz Jochen Kuhn S. Küchemann Jakob Karolus 74 27 0 21 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Yilin Wen Zifeng Wang Jimeng Sun ReLM 93 77 0 17 Aug 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering Ankush Agarwal Sakharam Gawade A. Azad P. Bhattacharyya KELM 73 7 0 07 Aug 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 101 180 0 24 Jul 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages Yasmine Karoui R. Lebret Negar Foroutan Karl Aberer MLLM VLM 57 2 0 29 Jun 2023
Learning to Generate Better Than Your LLM Jonathan D. Chang Kianté Brantley Rajkumar Ramamurthy Dipendra Kumar Misra Wen Sun 68 49 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 108 92 0 20 Jun 2023
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification Le-le Cao Vilhelm von Ehrenheim Mark Granroth-Wilding Richard Anselmo Stahl Andrew McCornack Armin Catovic Dhiana Deva Cavalcanti Rocha 99 4 0 18 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 154 787 0 14 Jun 2023
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks Sondre Wold Lilja Ovrelid Erik Velldal 67 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 140 83 0 31 May 2023
Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training Yuxuan Wang Jianghui Wang Dongyan Zhao Zilong Zheng 59 5 0 30 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 90 35 0 30 May 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 81 23 0 23 May 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 120 314 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 131 9 0 22 May 2023
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation Yunsheng Bai Atefeh Sohrabizadeh Zongyue Qin Ziniu Hu Yizhou Sun Jason Cong 105 1 0 18 May 2023
Can Language Models Solve Graph Problems in Natural Language? Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han Yulia Tsvetkov ReLM LRM 115 199 0 17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 131 37 0 17 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 65 4 0 15 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 85 4 0 15 May 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge Shangbin Feng Vidhisha Balachandran Yuyang Bai Yulia Tsvetkov KELM HILM 72 59 0 14 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
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 55 1 0 07 May 2023
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs Costas Mavromatis V. Ioannidis Shen Wang Da Zheng Soji Adeshina Jun Ma Han Zhao Christos Faloutsos George Karypis 74 31 0 20 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 122 134 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 98 17 0 12 Apr 2023