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2007.00849
Cited By
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge
2 July 2020
Pat Verga
Haitian Sun
Livio Baldini Soares
William W. Cohen
KELM
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Papers citing
"Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge"
41 / 41 papers shown
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Haoyu Huang
Hong Ting Tsang
Jiaxin Bai
Xi Peng
Gong Zhang
Yangqiu Song
RALM
SLR
245
1
0
20 Oct 2025
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
Chengrui Xiang
Tengfei Ma
Xiangzheng Fu
Yiping Liu
Bosheng Song
Xiangxiang Zeng
123
1
0
14 Oct 2025
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends
Xin Zhang
Victor S. Sheng
AI4TS
328
27
0
07 Nov 2024
Memorization in deep learning: A survey
Jiaheng Wei
Yanjun Zhang
Leo Yu Zhang
Ming Ding
Chao Chen
Kok-Leong Ong
Jun Zhang
Yang Xiang
387
25
0
06 Jun 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
Cheng Jiayang
Lin Qiu
Chunkit Chan
Xin Liu
Yangqiu Song
Zheng Zhang
392
14
0
30 Mar 2024
Can Language Models Act as Knowledge Bases at Scale?
Qiyuan He
Yizhong Wang
Wenya Wang
KELM
LRM
335
20
0
22 Feb 2024
Emptying the Ocean with a Spoon: Should We Edit Models?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuval Pinter
Michael Elhadad
KELM
316
29
0
18 Oct 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan
Simon Razniewski
Jan-Christoph Kalo
Sneha Singhania
Jiaoyan Chen
...
Gerard de Melo
A. Bonifati
Edlira Vakaj
M. Dragoni
D. Graux
KELM
420
132
0
11 Aug 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Gowtham Ramesh
Makesh Narsimhan Sreedhar
Junjie Hu
280
9
0
01 Jul 2023
Decouple knowledge from parameters for plug-and-play language modeling
Xin Cheng
Yankai Lin
Preslav Nakov
Dongyan Zhao
Rui Yan
KELM
280
2
0
19 May 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models
Chaoqi Zhen
Yanlei Shang
Xiangyu Liu
Yifei Li
Yong Chen
Dell Zhang
VLM
KELM
288
4
0
27 Dec 2022
A Survey of Knowledge Enhanced Pre-trained Language Models
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Linmei Hu
Zeyi Liu
Ziwang Zhao
Lei Hou
Liqiang Nie
Juanzi Li
KELM
VLM
536
212
0
11 Nov 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision
Ehsan Qasemi
Piyush Khanna
Qiang Ning
Muhao Chen
ReLM
LRM
374
8
0
16 Jun 2022
A Review on Language Models as Knowledge Bases
Badr AlKhamissi
Millicent Li
Asli Celikyilmaz
Mona T. Diab
Marjan Ghazvininejad
KELM
383
212
0
12 Apr 2022
Fine-tuning Image Transformers using Learnable Memory
Computer Vision and Pattern Recognition (CVPR), 2022
Mark Sandler
A. Zhmoginov
Max Vladymyrov
Andrew Jackson
ViT
301
56
0
29 Mar 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
Findings (Findings), 2022
Yi-Lin Tuan
Sajjad Beygi
Maryam Fazel-Zarandi
Qiaozi Gao
Alessandra Cervone
William Yang Wang
LRM
211
25
0
20 Mar 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
International Conference on Machine Learning (ICML), 2022
Rajarshi Das
Ameya Godbole
Ankita Rajaram Naik
Elliot Tower
Robin Jia
Manzil Zaheer
Hannaneh Hajishirzi
Andrew McCallum
228
65
0
22 Feb 2022
Does Entity Abstraction Help Generative Transformers Reason?
Nicolas Angelard-Gontier
Siva Reddy
C. Pal
323
6
0
05 Jan 2022
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
Xiaokai Wei
Shen Wang
Dejiao Zhang
Parminder Bhatia
Andrew O. Arnold
KELM
307
57
0
16 Oct 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers
Haitian Sun
William W. Cohen
Ruslan Salakhutdinov
217
40
0
13 Oct 2021
Towards Continual Knowledge Learning of Language Models
Joel Jang
Seonghyeon Ye
Sohee Yang
Joongbo Shin
Janghoon Han
Gyeonghun Kim
Stanley Jungkyu Choi
Minjoon Seo
CLL
KELM
745
199
0
07 Oct 2021
Relation-Guided Pre-Training for Open-Domain Question Answering
Ziniu Hu
Luke Huan
Kai-Wei Chang
RALM
OnRL
190
6
0
21 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Nicola De Cao
Wilker Aziz
Ivan Titov
324
41
0
08 Sep 2021
Combining Transformers with Natural Language Explanations
Federico Ruggeri
Marco Lippi
Paolo Torroni
416
2
0
02 Sep 2021
Pre-Trained Models: Past, Present and Future
AI Open (AO), 2021
Xu Han
Zhengyan Zhang
Ning Ding
Yuxian Gu
Xiao Liu
...
Jie Tang
Ji-Rong Wen
Jinhui Yuan
Wayne Xin Zhao
Jun Zhu
AIFin
MQ
AI4MH
488
1,040
0
14 Jun 2021
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents
Haitian Sun
William W. Cohen
Ruslan Salakhutdinov
416
14
0
01 Jun 2021
CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion
Keshav Kolluru
M. Chauhan
Yatin Nandwani
Parag Singla
Mausam
277
2
0
18 Apr 2021
Editing Factual Knowledge in Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Nicola De Cao
Wilker Aziz
Ivan Titov
KELM
639
660
0
16 Apr 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shir Gur
Natalia Neverova
C. Stauffer
Ser-Nam Lim
Douwe Kiela
A. Reiter
344
37
0
16 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tara Safavi
Danai Koutra
KELM
372
59
0
12 Apr 2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities
Artificial Intelligence (AI), 2021
Hongming Zhang
Xin Liu
Haojie Pan
Hao Ke
Jiefu Ou
Tianqing Fang
Yangqiu Song
314
51
0
05 Apr 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations
International Conference on Machine Learning (ICML), 2021
Haitian Sun
Pat Verga
Bhuwan Dhingra
Ruslan Salakhutdinov
William W. Cohen
LRM
437
27
0
14 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
Transactions of the Association for Computational Linguistics (TACL), 2021
Patrick Lewis
Yuxiang Wu
Linqing Liu
Pasquale Minervini
Heinrich Küttler
Aleksandra Piktus
Pontus Stenetorp
Sebastian Riedel
RALM
498
265
0
13 Feb 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations
Findings (Findings), 2020
Changlong Yu
Hongming Zhang
Yangqiu Song
Wilfred Ng
307
23
0
31 Dec 2020
Modifying Memories in Transformer Models
Chen Zhu
A. S. Rawat
Manzil Zaheer
Srinadh Bhojanapalli
Daliang Li
Felix X. Yu
Sanjiv Kumar
KELM
425
260
0
01 Dec 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training
Oshin Agarwal
Heming Ge
Siamak Shakeri
Rami Al-Rfou
357
36
0
23 Oct 2020
Large Product Key Memory for Pretrained Language Models
Gyuwan Kim
Tae-Hwan Jung
VLM
KELM
271
4
0
08 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2020
Donghan Yu
Chenguang Zhu
Yiming Yang
Michael Zeng
KELM
392
170
0
02 Oct 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sanxing Chen
Xiaodong Liu
Jianfeng Gao
Jian Jiao
Ruofei Zhang
Yangfeng Ji
355
131
0
28 Aug 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Patrick Lewis
Pontus Stenetorp
Sebastian Riedel
OOD
ELM
390
195
0
06 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation
Cristina Garbacea
Qiaozhu Mei
411
30
0
31 Jul 2020
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