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Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering

1 May 2020

Papers citing "Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering"

36 / 36 papers shown

Title
Zero-shot Commonsense Reasoning over Machine Imagination Hyuntae Park Yeachan Kim Jun-Hyung Park S. Lee ReLM VLM LRM 36 1 0 12 Oct 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Tianqing Fang Zeming Chen Yangqiu Song Antoine Bosselut ReLM LRM 67 14 0 12 Mar 2024
Unsupervised multiple choices question answering via universal corpus Qin Zhang Hao Ge Xiaojun Chen Menglu Fang OffRL 84 2 0 27 Feb 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning Weiqi Wang Tianqing Fang Chunyang Li Haochen Shi Wenxuan Ding ... Jiaxin Bai Xin Liu Cheng Jiayang Chunkit Chan Yangqiu Song LRM 57 32 0 14 Jan 2024
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering Jie He U. SimonChiLok Víctor Gutiérrez-Basulto Jeff Z. Pan 178 10 0 25 May 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering Weiqi Wang Tianqing Fang Wenxuan Ding Baixuan Xu Xin Liu Yangqiu Song Antoine Bosselut ReLM LRM 71 43 0 24 May 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 69 20 0 24 May 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 79 5 0 10 May 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 28 0 14 Mar 2023
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen VLM 93 22 0 21 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
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 270 99 0 06 Oct 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim Beong-woo Kwak Youngwook Kim Reinald Kim Amplayo Seung-won Hwang Jinyoung Yeo LRM 64 14 0 08 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 94 30 0 03 Jun 2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang Filip Ilievski Kaixin Ma Jonathan M Francis A. Oltramari SSL 62 5 0 21 May 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 67 11 0 19 Mar 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction Devansh Jain Luis Espinosa Anke 78 12 0 10 Feb 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering A. Oltramari Jonathan M Francis Filip Ilievski Kaixin Ma Roshanak Mirzaee NAI 88 8 0 17 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 119 49 0 18 Dec 2021
ActKnow: Active External Knowledge Infusion Learning for Question Answering in Low Data Regime K. Annervaz Pritam Kumar Nath Ambedkar Dukkipati RALM 45 1 0 17 Dec 2021
Unsupervised Natural Language Inference Using PHL Triplet Generation Neeraj Varshney Pratyay Banerjee Tejas Gokhale Chitta Baral 78 9 0 16 Oct 2021
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Gregor Betz Kyle Richardson 80 8 0 04 Oct 2021
Transfer Learning for Multi-lingual Tasks -- a Survey A. Jafari Behnam Heidary R. Farahbakhsh Mostafa Salehi Mahdi Jalili LRM 46 5 0 28 Aug 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Xianpei Han Le Sun SSL LRM 96 5 0 19 Jul 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 76 68 0 12 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 98 25 0 11 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering Yilin Niu Fei Huang Jiaming Liang Wenkai Chen Xiaoyan Zhu Minlie Huang LRM 84 13 0 31 May 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 53 5 0 26 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 86 7 0 12 May 2021
Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2 Gregor Betz Kyle Richardson Christian Voigt ReLM LRM 87 31 0 24 Mar 2021
Self-Supervised Test-Time Learning for Reading Comprehension Pratyay Banerjee Tejas Gokhale Chitta Baral SSL 59 29 0 20 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 133 80 0 26 Feb 2021
Dimensions of Commonsense Knowledge Filip Ilievski A. Oltramari Kaixin Ma Bin Zhang D. McGuinness Pedro A. Szekely 112 66 0 12 Jan 2021
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 107 36 0 04 Dec 2020
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering Kaixin Ma Filip Ilievski Jonathan M Francis Yonatan Bisk Eric Nyberg A. Oltramari 65 6 0 07 Nov 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang OOD 51 142 0 18 Sep 2020