Solving Hard Analogy Questions with Relation Embedding Chains

18 October 2023

Papers citing "Solving Hard Analogy Questions with Relation Embedding Chains"

14 / 14 papers shown

Title
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base Siyu Yuan Jiangjie Chen Changzhi Sun Jiaqing Liang Yanghua Xiao Deqing Yang 73 16 0 10 May 2023
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes Oren Sultan Dafna Shahaf 76 28 0 21 Oct 2022
Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models Jinhao Jiang Kun Zhou Wayne Xin Zhao Ji-Rong Wen 56 15 0 04 May 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 60 35 0 16 Mar 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Yanling Wang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 87 131 0 27 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 53 54 0 22 Feb 2022
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 82 72 0 06 Dec 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 60 22 0 21 Sep 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 63 598 0 13 Apr 2021
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 86 464 0 04 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,557 0 26 Jul 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 78 294 0 01 Apr 2019
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 222 2,910 0 12 Dec 2016
Domain and Function: A Dual-Space Model of Semantic Relations and Compositions Peter D. Turney CoGe 109 195 0 16 Sep 2013