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Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A.
  Will LLMs Replace Knowledge Graphs?

Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?

20 August 2023
Kai Sun
Y. Xu
Hanwen Zha
Yue Liu
Xinhsuai Dong
    AI4MH
ArXivPDFHTML

Papers citing "Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?"

50 / 97 papers shown
Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey
Da Zheng
Lun Du
Junwei Su
Yuchen Tian
Yuqi Zhu
Jintian Zhang
Lanning Wei
Ningyu Zhang
H. Chen
LRM
49
0
0
06 May 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
Chanyeol Choi
Jihoon Kwon
Jaeseon Ha
Hojun Choi
Chaewoon Kim
Yongjae Lee
Jy-yong Sohn
Alejandro Lopez-Lira
RALM
54
0
0
22 Apr 2025
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge
Armin Toroghi
Willis Guo
Scott Sanner
RALM
LRM
26
0
0
20 Apr 2025
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
Yiyou Sun
Y. Gai
Lijie Chen
Abhilasha Ravichander
Yejin Choi
D. Song
HILM
54
0
0
17 Apr 2025
Rethinking LLM-Based Recommendations: A Query Generation-Based, Training-Free Approach
Rethinking LLM-Based Recommendations: A Query Generation-Based, Training-Free Approach
Donghee Han
Hwanjun Song
Mun Yi
LRM
21
0
0
16 Apr 2025
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
Dun Yuan
Hao Zhou
Di Wu
Xue Liu
Hao Chen
Yan Xin
Jianzhong
Zhang
RALM
37
0
0
31 Mar 2025
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
Langming Liu
Haibin Chen
Yuhao Wang
Yujin Yuan
Shilei Liu
Wenbo Su
Xiangyu Zhao
Bo Zheng
RALM
58
0
0
20 Mar 2025
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
Palakorn Achananuparp
Ee-Peng Lim
41
0
0
17 Mar 2025
RocketEval: Efficient Automated LLM Evaluation via Grading Checklist
Tianjun Wei
Wei Wen
Ruizhi Qiao
Xing Sun
Jianghong Ma
ALM
ELM
45
1
0
07 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs
Yuzhe Gu
W. Zhang
Chengqi Lyu
D. Lin
Kai Chen
56
1
0
04 Mar 2025
Unlocking a New Rust Programming Experience: Fast and Slow Thinking with LLMs to Conquer Undefined Behaviors
Renshuang Jiang
Pan Dong
Zhenling Duan
Yu Shi
Xiaoxiang Fang
Yan Ding
Jun Ma
Shuai Zhao
Zhe Jiang
33
0
0
04 Mar 2025
Uncertainty Quantification in Retrieval Augmented Question Answering
Uncertainty Quantification in Retrieval Augmented Question Answering
Laura Perez-Beltrachini
Mirella Lapata
RALM
43
0
0
25 Feb 2025
Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships
Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships
Angie Boggust
Hyemin Bang
Hendrik Strobelt
Arvindmani Satyanarayan
57
1
0
17 Feb 2025
Musical Heritage Historical Entity Linking
Musical Heritage Historical Entity Linking
Arianna Graciotti
Nicolas Lazzari
Valentina Presutti
Rocco Tripodi
55
0
0
13 Feb 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions
Seyed Mahed Mousavi
Simone Alghisi
Giuseppe Riccardi
KELM
47
0
0
22 Jan 2025
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
Reham Omar
Omij Mangukiya
Essam Mansour
32
0
0
20 Jan 2025
LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models
Miao Yu
Junfeng Fang
Yingjie Zhou
Xing Fan
Kun Wang
Shirui Pan
Qingsong Wen
AAML
56
0
0
03 Jan 2025
Decoding Knowledge in Large Language Models: A Framework for Categorization and Comprehension
Yanbo Fang
Ruixiang Tang
ELM
28
0
0
03 Jan 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
Qing Zong
Z. Wang
Tianshi Zheng
Xiyu Ren
Y. Song
52
1
0
31 Dec 2024
Mind the Data Gap: Bridging LLMs to Enterprise Data Integration
Mind the Data Gap: Bridging LLMs to Enterprise Data Integration
Moe Kayali
Fabian Wenz
Nesime Tatbul
Çağatay Demiralp
44
2
0
31 Dec 2024
Semantic Web: Past, Present, and Future
Semantic Web: Past, Present, and Future
Ansgar Scherp
Gerd Groener
Petr Škoda
Katja Hose
Maria-Esther Vidal
VLM
29
1
0
22 Dec 2024
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
Jie He
Nan Hu
Wanqiu Long
Jiaoyan Chen
Jeff Z. Pan
ELM
LRM
92
6
0
22 Dec 2024
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering
Mufan Xu
K. Chen
Xuefeng Bai
Muyun Yang
T. Zhao
Min Zhang
72
1
0
17 Dec 2024
HalluCana: Fixing LLM Hallucination with A Canary Lookahead
HalluCana: Fixing LLM Hallucination with A Canary Lookahead
Tianyi Li
Erenay Dayanik
Shubhi Tyagi
Andrea Pierleoni
HILM
70
0
0
10 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text
RAG-based Question Answering over Heterogeneous Data and Text
Philipp Christmann
G. Weikum
LMTD
RALM
77
3
0
10 Dec 2024
What Really is Commonsense Knowledge?
What Really is Commonsense Knowledge?
Quyet V. Do
Junze Li
Tung-Duong Vuong
Zhaowei Wang
Y. Song
Xiaojuan Ma
21
0
0
06 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection
  in Language Models
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
Minki Kang
Sung Ju Hwang
Gibbeum Lee
Jaewoong Cho
KELM
30
0
0
01 Nov 2024
Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks
Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks
Mathis Pink
Vy A. Vo
Qinyuan Wu
Jianing Mu
Javier S. Turek
Uri Hasson
K. A. Norman
Sebastian Michelmann
Alexander G. Huth
Mariya Toneva
26
1
0
10 Oct 2024
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question
  Answering
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering
M. Lysyuk
Mikhail Salnikov
Pavel Braslavski
Alexander Panchenko
15
1
0
24 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
Gentiana Rashiti
G. Karunaratne
Mrinmaya Sachan
Abu Sebastian
Abbas Rahimi
RALM
29
0
0
12 Sep 2024
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
Ningyu Zhang
Zekun Xi
Yujie Luo
Peng Wang
Bozhong Tian
...
Lei Liang
Zhiqiang Zhang
Xiaowei Zhu
Jun Zhou
Huajun Chen
KELM
36
6
0
09 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System
RAG based Question-Answering for Contextual Response Prediction System
Sriram Veturi
Saurabh Vaichal
Reshma Lal Jagadheesh
Nafis Irtiza Tripto
Nian Yan
RALM
28
0
0
05 Sep 2024
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code
  Language Prompts
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
Qingkai Zeng
Yuyang Bai
Zhaoxuan Tan
Zhenyu Wu
Shangbin Feng
Meng-Long Jiang
21
3
0
17 Aug 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation
  Integrating Web Search and Knowledge Graphs
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs
Weijian Xie
Xuefeng Liang
Yuhui Liu
Kaihua Ni
Hong Cheng
Zetian Hu
3DV
RALM
30
0
0
14 Aug 2024
QirK: Question Answering via Intermediate Representation on Knowledge
  Graphs
QirK: Question Answering via Intermediate Representation on Knowledge Graphs
Jan Luca Scheerer
A. Lykov
Moe Kayali
Ilias Fountalis
Dan Olteanu
N. Vasiloglou
Dan Suciu
RALM
23
1
0
14 Aug 2024
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large
  Language Models over Factual Knowledge
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
Tianshi Zheng
Jiaxin Bai
Yicheng Wang
Tianqing Fang
Yue Guo
Yauwai Yim
Yangqiu Song
ELM
LRM
16
3
0
30 Jul 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language
  Models
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
Yuzhe Gu
Ziwei Ji
Wenwei Zhang
Chengqi Lyu
Dahua Lin
Kai Chen
HILM
34
5
0
05 Jul 2024
Word Matters: What Influences Domain Adaptation in Summarization?
Word Matters: What Influences Domain Adaptation in Summarization?
Yinghao Li
Siyu Miao
Heyan Huang
Yang Gao
35
3
0
21 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
Zhepei Wei
Wei-Lin Chen
Yu Meng
RALM
53
12
0
19 Jun 2024
Are Large Language Models a Good Replacement of Taxonomies?
Are Large Language Models a Good Replacement of Taxonomies?
Yushi Sun
Hao Xin
Kai Sun
Y. Xu
Xiao Yang
Xin Luna Dong
Nan Tang
Lei Chen
AI4MH
31
7
0
17 Jun 2024
CRAG -- Comprehensive RAG Benchmark
CRAG -- Comprehensive RAG Benchmark
Xiao Yang
Kai Sun
Hao Xin
Yushi Sun
Nikita Bhalla
...
Nirav Shah
Rakesh Wanga
Anuj Kumar
Wen-tau Yih
Xin Luna Dong
18
22
0
07 Jun 2024
Performance of large language models in numerical vs. semantic medical
  knowledge: Benchmarking on evidence-based Q&As
Performance of large language models in numerical vs. semantic medical knowledge: Benchmarking on evidence-based Q&As
Eden Avnat
Michal Levy
Daniel Herstain
Elia Yanko
Daniel Ben Joya
...
Joseph Mermelstein
Shahar Ovadia
N. Shomron
V. Shalev
Raja-Elie E. Abdulnour
ELM
LM&MA
AI4MH
19
1
0
06 Jun 2024
ANAH: Analytical Annotation of Hallucinations in Large Language Models
ANAH: Analytical Annotation of Hallucinations in Large Language Models
Ziwei Ji
Yuzhe Gu
Wenwei Zhang
Chengqi Lyu
Dahua Lin
Kai-xiang Chen
HILM
41
2
0
30 May 2024
Reasoning about concepts with LLMs: Inconsistencies abound
Reasoning about concepts with LLMs: Inconsistencies abound
Rosario A. Uceda-Sosa
K. Ramamurthy
Maria Chang
Moninder Singh
16
2
0
30 May 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents
Sneha Singhania
Simon Razniewski
G. Weikum
RALM
34
1
0
04 May 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall
Jiaqing Yuan
Lin Pan
Chung-Wei Hang
Jiang Guo
Jiarong Jiang
Bonan Min
Patrick K. L. Ng
Zhiguo Wang
HILM
ELM
24
3
0
24 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query,
  Learning, and Applications
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
Wenbo Shang
Xin Huang
21
9
0
23 Apr 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge
  Bases
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Shirley Wu
Shiyu Zhao
Michihiro Yasunaga
Kexin Huang
Kaidi Cao
Qian Huang
V. Ioannidis
Karthik Subbian
James Y. Zou
J. Leskovec
34
14
0
19 Apr 2024
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context
  Learning vs. Prompting Based Factual Knowledge Extraction
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction
Qinyuan Wu
Mohammad Aflah Khan
Soumi Das
Vedant Nanda
Bishwamittra Ghosh
Camila Kolling
Till Speicher
Laurent Bindschaedler
Krishna P. Gummadi
Evimaria Terzi
KELM
19
4
0
19 Apr 2024
When Emotional Stimuli meet Prompt Designing: An Auto-Prompt Graphical
  Paradigm
When Emotional Stimuli meet Prompt Designing: An Auto-Prompt Graphical Paradigm
Chenggian Ma
Xiangyu Zhao
Chunhui Zhang
Yanzhao Qin
Wentao Zhang
LLMAG
27
0
0
16 Apr 2024
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