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Language Models as Knowledge Bases?
v1v2 (latest)

Language Models as Knowledge Bases?

3 September 2019
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
    KELMAI4MH
ArXiv (abs)PDFHTMLGithub (1382★)

Papers citing "Language Models as Knowledge Bases?"

50 / 1,722 papers shown
Title
EIGEN: Event Influence GENeration using Pre-trained Language Models
EIGEN: Event Influence GENeration using Pre-trained Language Models
Aman Madaan
Dheeraj Rajagopal
Yiming Yang
Abhilasha Ravichander
Eduard H. Hovy
Shrimai Prabhumoye
69
13
0
22 Oct 2020
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event
  Extraction
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction
Rui Feng
Jie Yuan
Chao Zhang
78
21
0
21 Oct 2020
Cold-start Active Learning through Self-supervised Language Modeling
Cold-start Active Learning through Self-supervised Language Modeling
Michelle Yuan
Hsuan-Tien Lin
Jordan L. Boyd-Graber
209
185
0
19 Oct 2020
It's not Greek to mBERT: Inducing Word-Level Translations from
  Multilingual BERT
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT
Hila Gonen
Shauli Ravfogel
Yanai Elazar
Yoav Goldberg
64
51
0
16 Oct 2020
Does Chinese BERT Encode Word Structure?
Does Chinese BERT Encode Word Structure?
Yile Wang
Leyang Cui
Yue Zhang
83
6
0
15 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From
  Pixels to Semantic Frames to Commonsense Graphs
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs
Ana Marasović
Chandra Bhagavatula
J. S. Park
Ronan Le Bras
Noah A. Smith
Yejin Choi
ReLMLRM
99
62
0
15 Oct 2020
Text Classification Using Label Names Only: A Language Model
  Self-Training Approach
Text Classification Using Label Names Only: A Language Model Self-Training Approach
Yu Meng
Yunyi Zhang
Jiaxin Huang
Chenyan Xiong
Heng Ji
Chao Zhang
Jiawei Han
VLM
88
76
0
14 Oct 2020
Neural Databases
Neural Databases
James Thorne
Majid Yazdani
Marzieh Saeidi
Fabrizio Silvestri
Sebastian Riedel
A. Halevy
NAI
99
9
0
14 Oct 2020
Unsupervised Relation Extraction from Language Models using Constrained
  Cloze Completion
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion
Ankur Goswami
Akshata Bhat
Hadar Ohana
Theodoros Rekatsinas
ReLM
61
17
0
14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond
Pretrained Transformers for Text Ranking: BERT and Beyond
Jimmy J. Lin
Rodrigo Nogueira
Andrew Yates
VLM
415
628
0
13 Oct 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained
  Language Models
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models
Zhengbao Jiang
Antonios Anastasopoulos
Jun Araki
Haibo Ding
Graham Neubig
HILMKELM
113
144
0
13 Oct 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Jena D. Hwang
Chandra Bhagavatula
Ronan Le Bras
Jeff Da
Keisuke Sakaguchi
Antoine Bosselut
Yejin Choi
127
415
0
12 Oct 2020
Using Type Information to Improve Entity Coreference Resolution
Using Type Information to Improve Entity Coreference Resolution
Sopan Khosla
Carolyn Rose
NAI
54
18
0
12 Oct 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain
  Entity Types, and Language Modeling
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
Rajat Patel
Francis Ferraro
40
1
0
12 Oct 2020
A Survey of Knowledge-Enhanced Text Generation
A Survey of Knowledge-Enhanced Text Generation
Wenhao Yu
Chenguang Zhu
Zaitang Li
Zhiting Hu
Qingyun Wang
Heng Ji
Meng Jiang
132
291
0
09 Oct 2020
BERTering RAMS: What and How Much does BERT Already Know About Event
  Arguments? -- A Study on the RAMS Dataset
BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset
Varun Gangal
Eduard H. Hovy
41
4
0
08 Oct 2020
PARADE: A New Dataset for Paraphrase Identification Requiring Computer
  Science Domain Knowledge
PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge
Yun He
Zhuoer Wang
Yin Zhang
Ruihong Huang
James Caverlee
51
23
0
08 Oct 2020
Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic
  Priming
Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming
Kanishka Misra
Allyson Ettinger
Julia Taylor Rayz
71
58
0
06 Oct 2020
Pretrained Language Model Embryology: The Birth of ALBERT
Pretrained Language Model Embryology: The Birth of ALBERT
Cheng-Han Chiang
Sung-Feng Huang
Hung-yi Lee
71
42
0
06 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation
  Extraction
Learning from Context or Names? An Empirical Study on Neural Relation Extraction
Hao Peng
Tianyu Gao
Xu Han
Yankai Lin
Peng Li
Zhiyuan Liu
Maosong Sun
Jie Zhou
89
209
0
05 Oct 2020
Autoregressive Entity Retrieval
Autoregressive Entity Retrieval
Nicola De Cao
Gautier Izacard
Sebastian Riedel
Fabio Petroni
248
451
0
02 Oct 2020
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and
  Bottom-Up and Top-Down Attention
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
José Manuél Gómez-Pérez
Raúl Ortega
63
24
0
01 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding
CoLAKE: Contextualized Language and Knowledge Embedding
Tianxiang Sun
Yunfan Shao
Xipeng Qiu
Qipeng Guo
Yaru Hu
Xuanjing Huang
Zheng Zhang
KELM
116
185
0
01 Oct 2020
Measuring Systematic Generalization in Neural Proof Generation with
  Transformers
Measuring Systematic Generalization in Neural Proof Generation with Transformers
Nicolas Angelard-Gontier
Koustuv Sinha
Siva Reddy
C. Pal
LRM
118
64
0
30 Sep 2020
Visually-Grounded Planning without Vision: Language Models Infer
  Detailed Plans from High-level Instructions
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions
Peter Alexander Jansen
LM&Ro
76
52
0
29 Sep 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue
  Systems
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Andrea Madotto
Samuel Cahyawijaya
Genta Indra Winata
Yan Xu
Zihan Liu
Zhaojiang Lin
Pascale Fung
120
64
0
28 Sep 2020
What Disease does this Patient Have? A Large-scale Open Domain Question
  Answering Dataset from Medical Exams
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Di Jin
Eileen Pan
Nassim Oufattole
W. Weng
Hanyi Fang
Peter Szolovits
FaMLELMLM&MA
146
820
0
28 Sep 2020
A little goes a long way: Improving toxic language classification
  despite data scarcity
A little goes a long way: Improving toxic language classification despite data scarcity
Mika Juuti
Tommi Gröndahl
Adrian Flanagan
Nirmal Asokan
94
25
0
25 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge
  Bases
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Gerhard Weikum
Luna Dong
Simon Razniewski
Fabian M. Suchanek
144
128
0
24 Sep 2020
Preserving Integrity in Online Social Networks
Preserving Integrity in Online Social Networks
A. Halevy
Cristian Canton Ferrer
Hao Ma
Umut Ozertem
Patrick Pantel
Marzieh Saeidi
Fabrizio Silvestri
Ves Stoyanov
88
59
0
22 Sep 2020
Inductive Learning on Commonsense Knowledge Graph Completion
Inductive Learning on Commonsense Knowledge Graph Completion
Bin Wang
Guangtao Wang
Jing Huang
Jiaxuan You
J. Leskovec
C.-C. Jay Kuo
77
42
0
19 Sep 2020
An information theoretic view on selecting linguistic probes
An information theoretic view on selecting linguistic probes
Zining Zhu
Frank Rudzicz
78
19
0
15 Sep 2020
Critical Thinking for Language Models
Critical Thinking for Language Models
Gregor Betz
Christian Voigt
Kyle Richardson
SyDaReLMLRMAI4CE
118
35
0
15 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot
  Learners
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners
Timo Schick
Hinrich Schütze
219
979
0
15 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model
MLMLM: Link Prediction with Mean Likelihood Masked Language Model
Louis Clouâtre
P. Trempe
Payel Das
Sarath Chandar
114
44
0
15 Sep 2020
Measuring Massive Multitask Language Understanding
Measuring Massive Multitask Language Understanding
Dan Hendrycks
Collin Burns
Steven Basart
Andy Zou
Mantas Mazeika
Basel Alomair
Jacob Steinhardt
ELMRALM
524
4,587
0
07 Sep 2020
Automated Storytelling via Causal, Commonsense Plot Ordering
Automated Storytelling via Causal, Commonsense Plot Ordering
Prithviraj Ammanabrolu
W. Cheung
William Broniec
Mark O. Riedl
73
67
0
02 Sep 2020
VisualSem: A High-quality Knowledge Graph for Vision and Language
VisualSem: A High-quality Knowledge Graph for Vision and Language
Houda Alberts
Teresa Huang
Y. Deshpande
Yibo Liu
Kyunghyun Cho
Clara Vania
Iacer Calixto
VLM
58
46
0
20 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage
  Capacity, and Paraphrased Queries
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
Benjamin Heinzerling
Kentaro Inui
KELM
74
133
0
20 Aug 2020
Navigating Human Language Models with Synthetic Agents
Navigating Human Language Models with Synthetic Agents
Philip G. Feldman
Antonio Bucchiarone
149
4
0
10 Aug 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks
On Commonsense Cues in BERT for Solving Commonsense Tasks
Leyang Cui
Sijie Cheng
Yu Wu
Yue Zhang
SSLCMLLRM
57
15
0
10 Aug 2020
Word meaning in minds and machines
Word meaning in minds and machines
Brenden M. Lake
G. Murphy
NAI
112
118
0
04 Aug 2020
NeuralQA: A Usable Library for Question Answering (Contextual Query
  Expansion + BERT) on Large Datasets
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets
Victor C. Dibia
50
16
0
30 Jul 2020
WordCraft: An Environment for Benchmarking Commonsense Agents
WordCraft: An Environment for Benchmarking Commonsense Agents
Minqi Jiang
Jelena Luketina
Nantas Nardelli
Pasquale Minervini
Philip Torr
Shimon Whiteson
Tim Rocktaschel
LLMAGOffRL
49
23
0
17 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation
Investigating Pretrained Language Models for Graph-to-Text Generation
Leonardo F. R. Ribeiro
Martin Schmitt
Hinrich Schütze
Iryna Gurevych
132
218
0
16 Jul 2020
Evaluating German Transformer Language Models with Syntactic Agreement
  Tests
Evaluating German Transformer Language Models with Syntactic Agreement Tests
Karolina Zaczynska
Nils Feldhus
Robert Schwarzenberg
Aleksandra Gabryszak
Sebastian Möller
37
6
0
07 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain
  Question Answering
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
Gautier Izacard
Edouard Grave
RALM
166
1,191
0
02 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over
  Symbolic Knowledge
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge
Pat Verga
Haitian Sun
Livio Baldini Soares
William W. Cohen
KELM
102
50
0
02 Jul 2020
Learning Sparse Prototypes for Text Generation
Learning Sparse Prototypes for Text Generation
Junxian He
Taylor Berg-Kirkpatrick
Graham Neubig
88
23
0
29 Jun 2020
Knowledge-Aware Language Model Pretraining
Knowledge-Aware Language Model Pretraining
Corby Rosset
Chenyan Xiong
M. Phan
Xia Song
Paul N. Bennett
Saurabh Tiwary
KELM
94
83
0
29 Jun 2020
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