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"

32 / 132 papers shown

Title
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 68 24 0 22 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 93 47 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 73 18 0 23 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 70 7 0 04 Feb 2023
Skew Class-balanced Re-weighting for Unbiased Scene Graph Generation Haeyong Kang Chang D. Yoo 113 6 0 01 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 90 3 0 27 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 114 5 0 17 Dec 2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks Ruiqing Ding Xiao Han Leye Wang 44 1 0 10 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 44 10 0 02 Dec 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
Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain Question Answering Wanrong He Andrew Mao Jordan L. Boyd-Graber 65 0 0 15 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 142 137 0 11 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 98 71 0 07 Nov 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation Xinliang Frederick Zhang Nick Beauchamp Lu Wang 47 10 0 02 Nov 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 64 19 0 23 Oct 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 94 204 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 45 1 0 12 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 99 10 0 08 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 60 4 0 03 Oct 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
Retrieval-based Controllable Molecule Generation Zichao Wang Weili Nie Zhuoran Qiao Chaowei Xiao Richard Baraniuk Anima Anandkumar 129 43 0 23 Aug 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 71 17 0 20 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
Neuro-Symbolic Procedural Planning with Commonsense Prompting Yujie Lu Weixi Feng Wanrong Zhu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang LM&Ro 61 37 0 06 Jun 2022
Semantic Probabilistic Layers for Neuro-Symbolic Learning Kareem Ahmed Stefano Teso Kai-Wei Chang Guy Van den Broeck Antonio Vergari TPM 62 83 0 01 Jun 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 108 361 0 29 Mar 2022
A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models Da Yin Li Dong Hao Cheng Xiaodong Liu Kai-Wei Chang Furu Wei Jianfeng Gao KELM 71 34 0 17 Feb 2022
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 82 21 0 18 Mar 2021