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2002.10640
Cited By
Differentiable Reasoning over a Virtual Knowledge Base
International Conference on Learning Representations (ICLR), 2020
25 February 2020
Bhuwan Dhingra
Manzil Zaheer
Vidhisha Balachandran
Graham Neubig
Ruslan Salakhutdinov
William W. Cohen
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Papers citing
"Differentiable Reasoning over a Virtual Knowledge Base"
50 / 53 papers shown
Exploiting Edited Large Language Models as General Scientific Optimizers
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08 Mar 2025
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
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Xueguang Ma
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488
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21 Jun 2024
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering
Zhen Han
Yue Feng
Mingming Sun
ELM
LRM
ReLM
234
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0
18 Mar 2023
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kumar Shridhar
Jakub Macina
Mennatallah El-Assady
Tanmay Sinha
Manu Kapur
Mrinmaya Sachan
AIMat
246
58
0
23 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ziniu Hu
Yichong Xu
Wenhao Yu
Shuohang Wang
Ziyi Yang
Chenguang Zhu
Kai-Wei Chang
Luke Huan
KELM
RALM
LRM
301
28
0
15 Nov 2022
Knowledge Authoring with Factual English
Yuheng Wang
Giorgian Borca-Tasciuc
Nikhil Goel
Paul Fodor
M. Kifer
KELM
181
1
0
05 Aug 2022
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI Conference on Artificial Intelligence (AAAI), 2022
Wenhu Chen
William W. Cohen
Michiel de Jong
Nitish Gupta
Alessandro Presta
Pat Verga
John Wieting
319
9
0
01 Jul 2022
AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning
Knowledge Discovery and Data Mining (KDD), 2022
Yongqi Zhang
Zhanke Zhou
Quanming Yao
Xiaowen Chu
Bo Han
347
74
0
30 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
IEEE Games Entertainment Media Conference (GEM), 2022
S. Amouyal
Tomer Wolfson
Ohad Rubin
Ori Yoran
Jonathan Herzig
Jonathan Berant
RALM
VLM
534
44
0
25 May 2022
Few-shot Reranking for Multi-hop QA via Language Model Prompting
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Muhammad Khalifa
Lajanugen Logeswaran
Moontae Lee
Ho Hin Lee
Lu Wang
LRM
361
26
0
25 May 2022
Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion
International Conference on Database Systems for Advanced Applications (DASFAA), 2022
Feifei Xu
Shanlin Zhou
Xinpeng Wang
Yunpu Ma
Wenkai Zhang
Zhisong Li
167
7
0
24 Apr 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
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Wenhu Chen
Pat Verga
Michiel de Jong
John Wieting
William W. Cohen
RALM
KELM
381
28
0
10 Apr 2022
elBERto: Self-supervised Commonsense Learning for Question Answering
Knowledge-Based Systems (KBS), 2022
Xunlin Zhan
Yuan Li
Xiao Dong
Xiaodan Liang
Zhiting Hu
Lawrence Carin
SSL
RALM
LRM
231
10
0
17 Mar 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zheng Zhang
Liangliang Xu
L. Yilmaz
Bo Liu
401
19
0
31 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts
Shane Storks
Qiaozi Gao
Aishwarya N. Reganti
Govind Thattai
223
1
0
17 Dec 2021
Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature
Ignacio Arroyo-Fernández
José Armando Sánchez-Rojas
Arturo Tellez-Velázquez
Flavio Juárez-Martínez
Raúl Cruz-Barbosa
Enrique Guzmán-Ramírez
Yalbi Itzel Balderas-Martínez
LRM
196
0
0
27 Nov 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention
International Conference on Learning Representations (ICLR), 2022
Michiel de Jong
Yury Zemlyanskiy
Nicholas FitzGerald
Fei Sha
William W. Cohen
RALM
400
55
0
12 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
Neural Unification for Logic Reasoning over Natural Language
Gabriele Picco
Hoang Thanh Lam
M. Sbodio
Vanessa Lopez Garcia
NAI
LRM
200
15
0
17 Sep 2021
Adaptive Information Seeking for Open-Domain Question Answering
Yunchang Zhu
Liang Pang
Yanyan Lan
Huawei Shen
Xueqi Cheng
RALM
251
42
0
14 Sep 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text
Soumajit Pramanik
Jesujoba Oluwadara Alabi
Rishiraj Saha Roy
Gerhard Weikum
RALM
1.0K
37
0
19 Aug 2021
Complex Knowledge Base Question Answering: A Survey
Yunshi Lan
Gaole He
Jinhao Jiang
Jing Jiang
Wayne Xin Zhao
Ji-Rong Wen
649
124
0
15 Aug 2021
Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration
AAAI Conference on Artificial Intelligence (AAAI), 2021
Marco Valentino
Mokanarangan Thayaparan
Deborah Ferreira
André Freitas
266
26
0
25 Jul 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
485
1,040
0
14 Jun 2021
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents
Haitian Sun
William W. Cohen
Ruslan Salakhutdinov
415
14
0
01 Jun 2021
Neuro-Symbolic Artificial Intelligence: Current Trends
AI Communications (AI Commun.), 2021
Md Kamruzzaman Sarker
Lu Zhou
Aaron Eberhart
Pascal Hitzler
NAI
311
131
0
11 May 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Chen Zhao
Chenyan Xiong
Jordan L. Boyd-Graber
Hal Daumé
RALM
LRM
225
34
0
13 Apr 2021
SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Dheeraj Rajagopal
Vidhisha Balachandran
Eduard H. Hovy
Yulia Tsvetkov
MILM
SSL
FAtt
AI4TS
357
78
0
23 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
International Conference on Learning Representations (ICLR), 2021
Honglu Zhou
Asim Kadav
Farley Lai
Alexandru Niculescu-Mizil
Martin Renqiang Min
Mubbasir Kapadia
H. Graf
LRM
268
19
0
19 Mar 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
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
Fengbin Zhu
Wenqiang Lei
Chao Wang
Jianming Zheng
Soujanya Poria
Tat-Seng Chua
RALM
604
303
0
04 Jan 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shaobo Li
Xiaoguang Li
Lifeng Shang
Xin Jiang
Qun Liu
Chengjie Sun
Zhenzhou Ji
Bingquan Liu
RALM
232
35
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
Differentiable Open-Ended Commonsense Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Bill Yuchen Lin
Haitian Sun
Bhuwan Dhingra
Manzil Zaheer
Xiang Ren
William W. Cohen
ReLM
LRM
270
44
0
24 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Peng Qi
Haejun Lee
OghenetegiriTGSido
Christopher D. Manning
KELM
RALM
LRM
584
67
0
23 Oct 2020
Language Models are Open Knowledge Graphs
Chenguang Wang
Xiao Liu
Basel Alomair
SSL
KELM
255
147
0
22 Oct 2020
Stronger Transformers for Neural Multi-Hop Question Generation
Devendra Singh Sachan
Lingfei Wu
Mrinmaya Sachan
William L. Hamilton
192
8
0
22 Oct 2020
Clustering-based Inference for Biomedical Entity Linking
Rico Angell
Nicholas Monath
Sunil Mohan
Nishant Yadav
Andrew McCallum
391
4
0
21 Oct 2020
Open Question Answering over Tables and Text
International Conference on Learning Representations (ICLR), 2020
Wenhu Chen
Ming-Wei Chang
Eva Schlinger
Wenjie Wang
William W. Cohen
LMTD
RALM
376
242
0
20 Oct 2020
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering
Hendrik Schuff
Heike Adel
Ngoc Thang Vu
ELM
309
21
0
13 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs
Jing Zhang
Bo Chen
Lingxi Zhang
Xirui Ke
Haipeng Ding
NAI
413
3
0
12 Oct 2020
Abductive Knowledge Induction From Raw Data
Wang-Zhou Dai
Stephen Muggleton
453
58
0
07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension
Mokanarangan Thayaparan
Marco Valentino
André Freitas
FaML
413
51
0
01 Oct 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Tiancheng Zhao
Xiaopeng Lu
Kyusong Lee
RALM
282
106
0
28 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
International Conference on Learning Representations (ICLR), 2020
Wenhan Xiong
Xiang Lorraine Li
Srini Iyer
Jingfei Du
Patrick Lewis
...
Yashar Mehdad
Anuj Kumar
Sebastian Riedel
Douwe Kiela
Barlas Oğuz
267
228
0
27 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020
Ping Nie
Yuyu Zhang
Arun Ramamurthy
Le Song
446
23
0
16 Sep 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge
Pat Verga
Haitian Sun
Livio Baldini Soares
William W. Cohen
KELM
255
54
0
02 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong
Chenyan Xiong
Ye Li
Kwok-Fung Tang
Jialin Liu
Paul N. Bennett
Junaid Ahmed
Arnold Overwijk
1.1K
1,518
0
01 Jul 2020
Answering Questions on COVID-19 in Real-Time
Jinhyuk Lee
Sean S. Yi
Minbyul Jeong
Mujeen Sung
Wonjin Yoon
Yonghwa Choi
Miyoung Ko
Jaewoo Kang
283
43
0
29 Jun 2020
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