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2005.00316
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Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
1 May 2020
Pratyay Banerjee
Chitta Baral
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Papers citing
"Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering"
36 / 36 papers shown
Zero-shot Commonsense Reasoning over Machine Imagination
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Hyuntae Park
Yeachan Kim
Jun-Hyung Park
S. Lee
ReLM
VLM
LRM
208
1
0
12 Oct 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Tianqing Fang
Zeming Chen
Yangqiu Song
Antoine Bosselut
ReLM
LRM
342
20
0
12 Mar 2024
Unsupervised multiple choices question answering via universal corpus
Qin Zhang
Hao Ge
Xiaojun Chen
Menglu Fang
OffRL
236
2
0
27 Feb 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Weiqi Wang
Tianqing Fang
Chunyang Li
Haochen Shi
Wenxuan Ding
...
Jiaxin Bai
Xin Liu
Cheng Jiayang
Chunkit Chan
Yangqiu Song
LRM
349
44
0
14 Jan 2024
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jie He
U. SimonChiLok
Víctor Gutiérrez-Basulto
Jeff Z. Pan
695
12
0
25 May 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Weiqi Wang
Tianqing Fang
Wenxuan Ding
Baixuan Xu
Xin Liu
Yangqiu Song
Antoine Bosselut
ReLM
LRM
281
46
0
24 May 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Wenting Zhao
Justin T. Chiu
Claire Cardie
Alexander M. Rush
LRM
358
28
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
255
6
0
10 May 2023
The Life Cycle of Knowledge in Big Language Models: A Survey
Machine Intelligence Research (MIR), 2023
Boxi Cao
Hongyu Lin
Xianpei Han
Le Sun
KELM
308
31
0
14 Mar 2023
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yue Yang
Wenlin Yao
Hongming Zhang
Xiaoyang Wang
Dong Yu
Jianshu Chen
VLM
261
27
0
21 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ying Su
Zihao Wang
Tianqing Fang
Hongming Zhang
Yangqiu Song
Tong Zhang
224
19
0
14 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
722
140
0
06 Oct 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yu Jin Kim
Beong-woo Kwak
Youngwook Kim
Reinald Kim Amplayo
Seung-won Hwang
Jinyoung Yeo
LRM
256
19
0
08 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
Artificial Intelligence (AIJ), 2022
Mutian He
Tianqing Fang
Weiqi Wang
Yangqiu Song
362
32
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
160
5
0
21 May 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ganesh Jawahar
Muhammad Abdul-Mageed
L. Lakshmanan
DeLMO
206
12
0
19 Mar 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
Devansh Jain
Luis Espinosa Anke
206
15
0
10 Feb 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering
A. Oltramari
Jonathan M Francis
Filip Ilievski
Kaixin Ma
Roshanak Mirzaee
NAI
276
10
0
17 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
Proceedings of the IEEE (Proc. IEEE), 2021
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Jeff Z. Pan
Yuan He
Wen Zhang
Ian Horrocks
Hua-zeng Chen
713
77
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
153
1
0
17 Dec 2021
Unsupervised Natural Language Inference Using PHL Triplet Generation
Neeraj Varshney
Pratyay Banerjee
Tejas Gokhale
Chitta Baral
417
10
0
16 Oct 2021
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models
Gregor Betz
Kyle Richardson
336
10
0
04 Oct 2021
Transfer Learning for Multi-lingual Tasks -- a Survey
A. Jafari
Behnam Heidary
R. Farahbakhsh
Mostafa Salehi
Mahdi Jalili
LRM
249
6
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
253
5
0
19 Jul 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks
Findings (Findings), 2021
Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
ReLM
LRM
301
77
0
12 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
341
27
0
11 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yilin Niu
Fei Huang
Jiaming Liang
Wenkai Chen
Xiaoyan Zhu
Shiyu Huang
LRM
207
15
0
31 May 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Minghan Shen
Pratyay Banerjee
Chitta Baral
SSL
340
5
0
26 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering
International Conference on Computational Semantics (IWCS), 2021
Zili Zhou
Marco Valentino
Dónal Landers
André Freitas
265
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
307
33
0
24 Mar 2021
Self-Supervised Test-Time Learning for Reading Comprehension
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Pratyay Banerjee
Tejas Gokhale
Chitta Baral
SSL
240
32
0
20 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Ian Horrocks
Jeff Z. Pan
Huajun Chen
548
92
0
26 Feb 2021
Dimensions of Commonsense Knowledge
Knowledge-Based Systems (KBS), 2021
Filip Ilievski
A. Oltramari
Kaixin Ma
Bin Zhang
D. McGuinness
Pedro A. Szekely
295
69
0
12 Jan 2021
WeaQA: Weak Supervision via Captions for Visual Question Answering
Findings (Findings), 2020
Pratyay Banerjee
Tejas Gokhale
Yezhou Yang
Chitta Baral
457
39
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
240
6
0
07 Nov 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tejas Gokhale
Pratyay Banerjee
Chitta Baral
Yezhou Yang
OOD
362
157
0
18 Sep 2020
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