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Improving Commonsense Question Answering by Graph-based Iterative
  Retrieval over Multiple Knowledge Sources

Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources

5 November 2020
Qianglong Chen
Feng Ji
Haiqing Chen
Yin Zhang
    KELMRALM
ArXiv (abs)PDFHTML

Papers citing "Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources"

16 / 16 papers shown
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Hieu Tran
Zonghai Yao
Junda Wang
Yifan Zhang
Zhichao Yang
Hong-ye Yu
LRM
581
26
0
03 Dec 2024
Differentiating Choices via Commonality for Multiple-Choice Question
  Answering
Differentiating Choices via Commonality for Multiple-Choice Question AnsweringEuropean Conference on Artificial Intelligence (ECAI), 2024
Wenqing Deng
Zhe Wang
Kewen Wang
Shirui Pan
Xiaowang Zhang
Zhiyong Feng
264
0
0
21 Aug 2024
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous
  Knowledge for Commonsense Reasoning
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense ReasoningInternational Conference on Multimedia Retrieval (ICMR), 2024
Ruiting Dai
Yuqiao Tan
Lisi Mo
Shuang Liang
Guohao Huo
Jiayi Luo
Yao Cheng
ReLMRALMLRM
208
2
0
09 May 2024
CASE: Commonsense-Augmented Score with an Expanded Answer Space
CASE: Commonsense-Augmented Score with an Expanded Answer SpaceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenkai Chen
Sahithya Ravi
Vered Shwartz
245
0
0
03 Nov 2023
Large Language Models Are Also Good Prototypical Commonsense Reasoners
Large Language Models Are Also Good Prototypical Commonsense Reasoners
Chenin Li
Qianglong Chen
Yin Zhang
Yifei Zhang
Hongxiang Yao
ReLMLRMELM
231
1
0
22 Sep 2023
Two is Better Than One: Answering Complex Questions by Multiple
  Knowledge Sources with Generalized Links
Two is Better Than One: Answering Complex Questions by Multiple Knowledge Sources with Generalized Links
Minhao Zhang
Yongliang Ma
Yanzeng Li
Ruoyu Zhang
Lei Zou
Ming Zhou
258
3
0
11 Sep 2023
UFO: Unified Fact Obtaining for Commonsense Question Answering
UFO: Unified Fact Obtaining for Commonsense Question AnsweringIEEE International Joint Conference on Neural Network (IJCNN), 2023
Zhifeng Li
Yifan Fan
Bowei Zou
Yu Hong
HILMLRM
200
1
0
25 May 2023
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative
  Commonsense Question Answering
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringIEEE International Joint Conference on Neural Network (IJCNN), 2023
Zhifeng Li
Bowei Zou
Yifan Fan
Yu Hong
172
3
0
15 May 2023
Distinguish Before Answer: Generating Contrastive Explanation as
  Knowledge for Commonsense Question Answering
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Qianglong Chen
Guohai Xu
Mingshi Yan
Ji Zhang
Fei Huang
Luo Si
Yin Zhang
307
14
0
14 May 2023
DictBERT: Dictionary Description Knowledge Enhanced Language Model
  Pre-training via Contrastive Learning
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Qianglong Chen
Feng-Lin Li
Guohai Xu
Ming Yan
Ji Zhang
Yin Zhang
197
25
0
01 Aug 2022
Rethinking the Value of Gazetteer in Chinese Named Entity Recognition
Rethinking the Value of Gazetteer in Chinese Named Entity RecognitionNatural Language Processing and Chinese Computing (NLPCC), 2022
Qianglong Chen
Xiangji Zeng
Jiangang Zhu
Yin Zhang
Bojia Lin
Yang Yang
Daxin Jiang
200
2
0
06 Jul 2022
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with
  Declarative Facts
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts
Shane Storks
Qiaozi Gao
Aishwarya N. Reganti
Govind Thattai
223
1
0
17 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External
  Attention
Human Parity on CommonsenseQA: Augmenting Self-Attention with External AttentionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Yichong Xu
Chenguang Zhu
Shuohang Wang
Siqi Sun
Hao Cheng
Xiaodong Liu
Jianfeng Gao
Pengcheng He
Michael Zeng
Xuedong Huang
LRM
519
63
0
06 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for
  Commonsense Question Answering
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yueqing Sun
Qi Shi
Le Qi
Yu Zhang
RALMLRM
388
94
0
06 Dec 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu
Chenguang Zhu
Ruochen Xu
Yang Liu
Michael Zeng
Xuedong Huang
321
77
0
09 Dec 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question
  Answering
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringInternational Conference on Learning Representations (ICLR), 2019
Akari Asai
Kazuma Hashimoto
Hannaneh Hajishirzi
R. Socher
Caiming Xiong
RALMKELMLRM
659
321
0
24 Nov 2019
1
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