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

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
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations Moran Mizrahi Chen Shani Gabriel Stanovsky Dan Jurafsky Dafna Shahaf 29 0 0 29 Apr 2025
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths B. Chen Zirui Guo Zidan Yang Y. Chen Junze Chen Zhenghao Liu C. Shi Cheng Yang 44 2 0 18 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang C. Miao 126 4 0 06 Feb 2025
Domain-specific Guided Summarization for Mental Health Posts Lu Qian Yuqi Wang Zehua Wang H. Zhang Wei Wang Ting Yu Anh Nguyen AI4MH 41 2 0 03 Nov 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning Xiyan Fu Anette Frank LRM 33 0 0 08 Oct 2024
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models Zhengxing Lan Hongbo Li Lingshan Liu Bo Fan Yisheng Lv Yilong Ren Zhiyong Cui 42 16 0 08 May 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense Siqi Shen Lajanugen Logeswaran Moontae Lee Honglak Lee Soujanya Poria Rada Mihalcea AI4MH LRM ELM 24 24 0 07 May 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 32 7 0 25 Apr 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 36 15 0 27 Mar 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation Xindi Luo Zequn Sun Jing-xin Zhao Zhe Zhao Wei Hu KELM 24 3 0 22 Mar 2024
Rule-driven News Captioning Ning Xu Tingting Zhang Hongshuo Tian An-An Liu 65 0 0 08 Mar 2024
DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation Chen Xu Tian Lan Changlong Yu Wei Wang Jun Gao ... Qunxi Dong Kun Qian Piji Li Wei Bi Bin Hu 48 0 0 04 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 115 228 0 29 Feb 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 25 7 0 22 Jan 2024
ConcEPT: Concept-Enhanced Pre-Training for Language Models Xintao Wang Zhouhong Gu Jiaqing Liang Dakuan Lu Yanghua Xiao Wei Wang 31 1 0 11 Jan 2024
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Xinke Jiang Ruizhe Zhang Yongxin Xu Rihong Qiu Yue Fang ... Jinyi Tang Hongxin Ding Xu Chu Junfeng Zhao Yasha Wang RALM 29 20 0 26 Dec 2023
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 30 0 0 20 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 53 9 0 05 Dec 2023
CLOMO: Counterfactual Logical Modification with Large Language Models Yinya Huang Ruixin Hong Hongming Zhang Wei Shao Zhicheng YANG Dong Yu Changshui Zhang Xiaodan Liang Linqi Song LRM 34 7 0 29 Nov 2023
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs Tomas Goldsack Zhihao Zhang Chen Tang Carolina Scarton Chenghua Lin 11 9 0 24 Oct 2023
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 37 1 0 28 Sep 2023
MSG-BART: Multi-granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-grounded Dialogue Generation Hongcheng Liu Zhe Chen Hui Li Pingjie Wang Yanfeng Wang Yu Wang VGen 51 1 0 26 Sep 2023
Large Language Models Are Also Good Prototypical Commonsense Reasoners Chenin Li Qianglong Chen Yin Zhang Yifei Zhang Hongxiang Yao ReLM LRM ELM 24 0 0 22 Sep 2023
Construction contract risk identification based on knowledge-augmented language model Saika Wong Chunmo Zheng Xing Su Yinqiu Tang 12 14 0 22 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 27 7 0 20 Sep 2023
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach Yibo Wang Wenting Zhao Yao Wan Zhongfen Deng Philip S. Yu 33 4 0 20 Sep 2023
Learning to Predict Concept Ordering for Common Sense Generation Tianhui Zhang Danushka Bollegala Bei Peng LRM 16 2 0 12 Sep 2023
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact Xin Luna Dong 27 23 0 27 Aug 2023
Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Chang Liu Bo Wu 30 21 0 22 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 28 131 0 20 Aug 2023
Graph-based Alignment and Uniformity for Recommendation Liangwei Yang Zhiwei Liu Chen Wang Mingdai Yang Xiao-lin Liu Jing Ma Philip S. Yu 20 15 0 18 Aug 2023
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge Zhecheng Sheng Raymond L. Finzel M. Lucke Sheena Dufresne Maria Gini Serguei V. S. Pakhomov 26 0 0 15 Jul 2023
Knowledge Graph-Augmented Korean Generative Commonsense Reasoning Dahyun Jung Jaehyung Seo Jaewook Lee Chanjun Park Heu-Jeoung Lim LRM 11 0 0 26 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 29 87 0 20 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 42 29 0 16 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 715 0 14 Jun 2023
Commonsense Knowledge Transfer for Pre-trained Language Models Wangchunshu Zhou Ronan Le Bras Yejin Choi KELM LRM 13 4 0 04 Jun 2023
Pre-training Language Models for Comparative Reasoning Mengxia Yu Zhihan Zhang Wenhao Yu Meng Jiang LRM 27 9 0 23 May 2023
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question Answering Zhifeng Li Bowei Zou Yifan Fan Yu Hong 22 3 0 15 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 27 46 0 10 May 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 29 75 0 29 Mar 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models Yan Xu Mahdi Namazifar Devamanyu Hazarika Aishwarya Padmakumar Yang Liu Dilek Z. Hakkani-Tür KELM 22 26 0 17 Feb 2023
The Exploration of Knowledge-Preserving Prompts for Document Summarisation Cheng Chen Wei Emma Zhang A. Shakeri Makhmoor Fiza KELM 27 0 0 27 Jan 2023
Infusing Commonsense World Models with Graph Knowledge Alexander Gurung M. Komeili Arthur Szlam Jason Weston Jack Urbanek 13 0 0 13 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 32 3 0 27 Dec 2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks Ruiqing Ding Xiao Han Leye Wang 34 1 0 10 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 44 4 0 07 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 23 53 0 03 Dec 2022
Lexical Complexity Controlled Sentence Generation Jinran Nie Liner Yang Cheng Yun Cunliang Kong Junhui Zhu Erhong Yang 14 1 0 26 Nov 2022
VER: Unifying Verbalizing Entities and Relations Jie Huang Kevin Chen-Chuan Chang 12 1 0 20 Nov 2022