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2012.14610
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UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
29 December 2020
Barlas Oğuz
Xilun Chen
Vladimir Karpukhin
Stanislav Peshterliev
Dmytro Okhonko
Michael Schlichtkrull
Sonal Gupta
Yashar Mehdad
Scott Yih
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Papers citing
"UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering"
50 / 54 papers shown
SCRIBES: Web-Scale Script-Based Semi-Structured Data Extraction with Reinforcement Learning
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Kai Sun
Lisheng Fu
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Rulin Shao
Yue Liu
Anuj Kumar
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Xin Luna Dong
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197
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Xianfeng Tang
Carl Yang
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175
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04 Aug 2025
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG
Datenbanksysteme für Business, Technologie und Web (BTW), 2024
Rishiraj Saha Roy
Chris Hinze
Joel Schlotthauer
Farzad Naderi
Viktor Hangya
Andreas Foltyn
Luzian Hahn
Fabian Kuech
442
1
0
23 Dec 2024
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems
Web Search and Data Mining (WSDM), 2024
Rishiraj Saha Roy
Joel Schlotthauer
Chris Hinze
Andreas Foltyn
Luzian Hahn
Fabian Kuech
RALM
492
5
0
13 Dec 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
Guanting Dong
Yutao Zhu
Chenghao Zhang
Zechen Wang
Zhicheng Dou
Ji-Rong Wen
RALM
339
40
0
26 Jun 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao
Hailin Zhang
Qinhan Yu
Zhengren Wang
Yunteng Geng
Fangcheng Fu
Ling Yang
Wentao Zhang
Jie Jiang
Tengjiao Wang
3DV
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528
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29 Feb 2024
Faithful Temporal Question Answering over Heterogeneous Sources
Zhen Jia
Philipp Christmann
Gerhard Weikum
265
20
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23 Feb 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM
Chaojie Wang
Yishi Xu
Zhong Peng
Chenxi Zhang
Bo Chen
Xinrun Wang
Lei Feng
Rui Hu
406
28
0
31 Dec 2023
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models
Shicheng Liu
Jialiang Xu
Wesley Tjangnaka
Sina J. Semnani
Chen Jie Yu
Monica S. Lam
382
14
0
16 Nov 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Haoran Luo
E. Haihong
Zichen Tang
Shiyao Peng
Yikai Guo
...
Guanting Dong
Meina Song
Wei Lin
Zhonghong Ou
Luu Anh Tuan
RALM
407
91
0
13 Oct 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Nengzheng Jin
Dongfang Li
Junying Chen
Joanna Siebert
Qingcai Chen
RALM
LMTD
284
5
0
19 Sep 2023
Two is Better Than One: Answering Complex Questions by Multiple Knowledge Sources with Generalized Links
Minhao Zhang
Yongliang Ma
Yanzeng Li
Ruoyu Zhang
Lei Zou
Ming Zhou
255
3
0
11 Sep 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA
International Conference on Information and Knowledge Management (CIKM), 2023
Guanting Dong
Rumei Li
Sirui Wang
Yupeng Zhang
Yunsen Xian
Weiran Xu
LMTD
213
31
0
28 Aug 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering
Keheng Wang
Feiyu Duan
Sirui Wang
Peiguang Li
Yunsen Xian
Chuantao Yin
Wenge Rong
Zhang Xiong
LRM
KELM
430
145
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25 Aug 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
407
130
0
11 Aug 2023
On Monotonic Aggregation for Open-domain QA
Interspeech (Interspeech), 2023
Sanghyun Han
Yeonseok Jeong
Seung-won Hwang
Kyungjae Lee
KELM
211
1
0
08 Aug 2023
InfoSync: Information Synchronization across Multilingual Semi-structured Tables
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Siddharth Khincha
Chelsi Jain
Vivek Gupta
Tushar Kataria
Shuo Zhang
SyDa
268
4
0
06 Jul 2023
When to Read Documents or QA History: On Unified and Selective Open-domain QA
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Kyungjae Lee
Sanghyun Han
Seung-won Hwang
Moontae Lee
RALM
320
5
0
07 Jun 2023
Reimagining Retrieval Augmented Language Models for Answering Queries
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
W. Tan
Yuliang Li
Pedro Rodriguez
Rich James
Xi Lin
A. Halevy
Scott Yih
KELM
LRM
437
13
0
01 Jun 2023
Graph Reasoning for Question Answering with Triplet Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shiyang Li
Yifan Gao
Hao Jiang
Qingyu Yin
Zheng Li
Xifeng Yan
Chao Zhang
Bing Yin
RALM
ReLM
321
66
0
30 May 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiajie Zhang
S. Cao
Tingjia Zhang
Xin Lv
Jiaxin Shi
Qingwen Tian
Juanzi Li
Lei Hou
174
18
0
24 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jinhao Jiang
Kun Zhou
Zican Dong
Keming Ye
Wayne Xin Zhao
Ji-Rong Wen
LRM
LMTD
RALM
517
500
0
16 May 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shangbin Feng
Vidhisha Balachandran
Yuyang Bai
Yulia Tsvetkov
KELM
HILM
464
64
0
14 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Simon Razniewski
Hiba Arnaout
Tuan-Phong Nguyen
Fabian M. Suchanek
267
15
0
09 May 2023
Pay More Attention to Relation Exploration for Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yong Cao
Yuetian Luo
Xudong Li
Wen Dai
Shuai Chen
Anru R. Zhang
Min Chen
Daniel Hershcovich
383
17
0
03 May 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering
Extended Semantic Web Conference (ESWC), 2023
Debayan Banerjee
Pranav Ajit Nair
Ricardo Usbeck
Chris Biemann
433
16
0
23 Mar 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension
Findings (Findings), 2023
Chen Zhang
Yuxuan Lai
Yansong Feng
Xingyu Shen
Haowei Du
Dongyan Zhao
245
5
0
26 Feb 2023
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation
ACM Multimedia (ACM MM), 2022
Qian Yang
Qian Chen
Wen Wang
Baotian Hu
Min Zhang
350
42
0
16 Dec 2022
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph
International Conference on Big Data Technologies and Applications (ICBDTA), 2022
Jingjing Xu
M. Biryukov
Martin Theobald
V. Venugopal
288
2
0
12 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
524
212
0
11 Nov 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ye Liu
Semih Yavuz
Rui Meng
Dragomir R. Radev
Caiming Xiong
Yingbo Zhou
239
36
0
09 Nov 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Si Sun
Chenyan Xiong
Yue Yu
Arnold Overwijk
Zhiyuan Liu
Jie Bao
245
9
0
31 Oct 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yiheng Shu
Zhiwei Yu
Yuhan Li
Börje F. Karlsson
Tingting Ma
Yuzhong Qu
Chin-Yew Lin
227
101
0
24 Oct 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
D. K. Santhosh Kumar
Vivek Gupta
Soumya Sharma
Shuo Zhang
LMTD
200
4
0
23 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kaixin Ma
Hao Cheng
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
LRM
368
22
0
22 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Junjie Huang
Wanjun Zhong
Qianchu Liu
Ming Gong
Daxin Jiang
Nan Duan
VLM
RALM
LMTD
371
22
0
11 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Shangbin Feng
Zhaoxuan Tan
Wenqian Zhang
Zhenyu Lei
Yulia Tsvetkov
KELM
VLM
367
13
0
08 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhihan Zhang
Wenhao Yu
Chenguang Zhu
Meng Jiang
412
12
0
07 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Mingxuan Ju
Wenhao Yu
Tong Zhao
Chuxu Zhang
Yanfang Ye
323
27
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06 Oct 2022
Does Wikidata Support Analogical Reasoning?
Iberoamerican Conference on Knowledge Graphs and Semantic Web (IKGSW), 2022
Filip Ilievski
Jay Pujara
K. Shenoy
229
2
0
02 Oct 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
International Conference on Learning Representations (ICLR), 2022
Donghan Yu
Shenmin Zhang
Patrick Ng
Henghui Zhu
Alexander Hanbo Li
Jun Wang
Yiqun Hu
William Wang
Zhiguo Wang
Bing Xiang
615
137
0
30 Sep 2022
A Survey on Table Question Answering: Recent Advances
China Conference on Knowledge Graph and Semantic Computing (CKGSC), 2022
Nengzheng Jin
Joanna Siebert
Dongfang Li
Qingcai Chen
LMTD
366
73
0
12 Jul 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhengbao Jiang
Yi Mao
Pengcheng He
Graham Neubig
Weizhu Chen
LMTD
310
52
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08 Jul 2022
Table Retrieval May Not Necessitate Table-specific Model Design
Zhiruo Wang
Zhengbao Jiang
Eric Nyberg
Graham Neubig
LMTD
245
21
0
19 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Fedor Moiseev
Zhe Dong
Enrique Alfonseca
Martin Jaggi
KELM
245
73
0
17 May 2022
Conversational Question Answering on Heterogeneous Sources
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Philipp Christmann
Rishiraj Saha Roy
Gerhard Weikum
365
50
0
25 Apr 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval
Findings (Findings), 2022
Megan Leszczynski
Daniel Y. Fu
Mayee F. Chen
Christopher Ré
165
13
0
18 Apr 2022
End-to-End Table Question Answering via Retrieval-Augmented Generation
FeiFei Pan
Mustafa Canim
Michael R. Glass
A. Gliozzo
James A. Hendler
RALM
3DV
LMTD
208
21
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30 Mar 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tianbao Xie
Chen Henry Wu
Peng Shi
Ruiqi Zhong
Torsten Scholak
...
Lingpeng Kong
Rui Zhang
Noah A. Smith
Luke Zettlemoyer
Tao Yu
LMTD
427
351
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16 Jan 2022
Open Domain Question Answering with A Unified Knowledge Interface
Kaixin Ma
Hao Cheng
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
RALM
336
45
0
16 Oct 2021
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