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KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning

AAAI Conference on Artificial Intelligence (AAAI), 2020

26 September 2020

Ye Liu

Yao Wan

Lifang He

Hao Peng

Philip S. Yu

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Papers citing "KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning"

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Title
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ruiqing Ding Xiao Han Leye Wang 267 3 0 10 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief ReviewIEEE Data Engineering Bulletin (DEB), 2022 Jiangjie Chen Yanghua Xiao 204 5 0 07 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge GroundingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 238 69 0 03 Dec 2022
Lexical Complexity Controlled Sentence GenerationChina National Conference on Chinese Computational Linguistics (CCL), 2022 Jinran Nie Liner Yang Cheng Yun Cunliang Kong Junhui Zhu Erhong Yang 123 1 0 26 Nov 2022
VER: Unifying Verbalizing Entities and RelationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jie Huang Kevin Chen-Chuan Chang 285 1 0 20 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ziniu Hu Yichong Xu Wenhao Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Luke Huan KELM RALM LRM 218 29 0 15 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 382 192 0 11 Nov 2022
CLOP: Video-and-Language Pre-Training with Knowledge RegularizationsACM Multimedia (ACM MM), 2022 Guohao Li Hu Yang Feng He Zhifan Feng Yajuan Lyu Hua Wu Haifeng Wang VLM 159 2 0 07 Nov 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 182 20 0 23 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 125 12 0 21 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 172 26 0 16 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence ModelingInternational Conference on Machine Learning (ICML), 2022 Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Dianbo Sui 3DV 572 9 0 14 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Zdeněk Kasner Ioannis Konstas Ondrej Dusek 156 7 0 13 Oct 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 87 7 0 12 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 297 12 0 08 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text GenerationFindings (Findings), 2022 Wanrong Zhu An Yan Yujie Lu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang 291 37 0 07 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph EmbeddingsInternational Joint Conference on Natural Language Processing (IJCNLP), 2022 Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 244 16 0 01 Oct 2022
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 226 2 0 29 Sep 2022
PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification data for Learning Enhanced generationInternational Conference on Computational Linguistics (COLING), 2022 Sedrick Scott Keh Kevin Lu Varun Gangal Steven Y. Feng Harsh Jhamtani Malihe Alikhani Eduard H. Hovy 243 2 0 16 Sep 2022
Incorporating Task-specific Concept Knowledge into Script LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 227 6 0 31 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph CompletionThe Web Conference (WWW), 2022 Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 283 46 0 16 Aug 2022
ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph CompletionInternational Conference on Pattern Recognition (ICPR), 2022 Min-Sung Kim Seungjun Baek 202 3 0 29 Jun 2022
Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach Chao Zhao Faeze Brahman Tenghao Huang Snigdha Chaturvedi LRM 158 5 0 26 May 2022
DEER: Descriptive Knowledge Graph for Explaining Entity RelationshipsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jie Huang Kerui Zhu Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 130 10 0 21 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and ArchitecturesKnowledge-Based Systems (KBS), 2022 Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Hongzhi Zhang AI4TS 143 8 0 24 Apr 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world KnowledgeFindings (Findings), 2022 Chao-Hong Tan Jia-Chen Gu Chongyang Tao Zhen-Hua Ling Can Xu Huang Hu Xiubo Geng Daxin Jiang RALM 182 18 0 16 Mar 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQLInternational Journal of Machine Learning and Cybernetics (IJMLC), 2022 Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 179 33 0 15 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsFindings (Findings), 2022 Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 159 34 0 14 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few ShotsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Wenting Zhao Ye Liu Yao Wan Philip S. Yu 177 13 0 01 Mar 2022
Pretrained Language Models for Text Generation: A SurveyACM Computing Surveys (ACM CSUR), 2022 Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 486 245 0 14 Jan 2022
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Xin Liu Dayiheng Liu Baosong Yang Haibo Zhang Junwei Ding Wenqing Yao Weihua Luo Haiying Zhang Jinsong Su LRM 95 8 0 15 Dec 2021
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 303 17 0 12 Dec 2021
Federated Social Recommendation with Graph Neural NetworkACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021 Zhiwei Liu Liangwei Yang Ziwei Fan Hao Peng Philip S. Yu FedML 221 189 0 21 Nov 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 221 54 0 16 Oct 2021
Dict-BERT: Enhancing Language Model Pre-training with Dictionary Wenhao Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 346 68 0 13 Oct 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu 329 32 0 12 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 383 7 0 01 Oct 2021
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning Jinyan Su Yeyun Gong Jian Jiao Ruofei Zhang Timothy Baldwin Nan Duan OffRL 131 6 0 14 Sep 2021
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation ModelsAAAI Conference on Artificial Intelligence (AAAI), 2021 Steven Y. Feng Kevin Lu Zhuofu Tao Malihe Alikhani Teruko Mitamura Eduard H. Hovy Varun Gangal LRM 185 13 0 08 Sep 2021
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNNInternational Conference on Information and Knowledge Management (CIKM), 2021 Yu Wang Zhiwei Liu Ziwei Fan Lichao Sun Philip S. Yu 150 58 0 26 Aug 2021
SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation Steven Y. Feng Jessica Huynh Chaitanya Narisetty Eduard H. Hovy Varun Gangal VLM 174 10 0 15 Aug 2021
Using Knowledge-Embedded Attention to Augment Pre-trained Language Models for Fine-Grained Emotion RecognitionAffective Computing and Intelligent Interaction (ACII), 2021 Varsha Suresh Desmond C. Ong 130 21 0 31 Jul 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text GenerationNeural Information Processing Systems (NeurIPS), 2021 Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 138 10 0 27 Jul 2021
Retrieval Enhanced Model for Commonsense GenerationFindings (Findings), 2021 Han Wang Yang Liu Chenguang Zhu Linjun Shou Ming Gong Yichong Xu Michael Zeng RALM LRM 160 34 0 24 May 2021
Differentially Private Federated Knowledge Graphs EmbeddingInternational Conference on Information and Knowledge Management (CIKM), 2021 Hao Peng Haoran Li Yangqiu Song V. Zheng Jianxin Li FedML 166 95 0 17 May 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense ReasoningNeural Information Processing Systems (NeurIPS), 2021 Aaron Chan Lyne Tchapmi Bo Long Soumya Sanyal Tanishq Gupta Xiang Ren ReLM LRM 404 12 0 18 Apr 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 440 134 0 16 Apr 2021
NAREOR: The Narrative Reordering ProblemAAAI Conference on Artificial Intelligence (AAAI), 2021 Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 355 27 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tara Safavi Danai Koutra KELM 218 56 0 12 Apr 2021
Structure Inducing Pre-TrainingNature Machine Intelligence (Nat. Mach. Intell.), 2021 Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 305 28 0 18 Mar 2021