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LLM-based relevance assessment still can't replace human relevance assessment
v1v2 (latest)

LLM-based relevance assessment still can't replace human relevance assessment

22 December 2024
Charles L. A. Clarke
Laura Dietz
    ELM
ArXiv (abs)PDFHTML

Papers citing "LLM-based relevance assessment still can't replace human relevance assessment"

10 / 10 papers shown
Title
On the Merits of LLM-Based Corpus Enrichment
On the Merits of LLM-Based Corpus Enrichment
Gal Zur
Tommy Mordo
Moshe Tennenholtz
Oren Kurland
62
0
0
06 Jun 2025
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations
Laura Dietz
Oleg Zendel
P. Bailey
Charles L. A. Clarke
Ellese Cotterill
Jeff Dalton
Faegheh Hasibi
Mark Sanderson
Nick Craswell
ELM
123
4
0
27 Apr 2025
The Viability of Crowdsourcing for RAG Evaluation
The Viability of Crowdsourcing for RAG Evaluation
Lukas Gienapp
Tim Hagen
Maik Fröbe
Matthias Hagen
Benno Stein
Martin Potthast
Harrisen Scells
121
0
0
22 Apr 2025
Benchmarking LLM-based Relevance Judgment Methods
Benchmarking LLM-based Relevance Judgment Methods
Negar Arabzadeh
Charles L. A. Clarke
103
0
0
17 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs
Augmented Relevance Datasets with Fine-Tuned Small LLMs
Quentin Fitte-Rey
Matyas Amrouche
Romain Deveaud
69
0
0
14 Apr 2025
Improving the Reusability of Conversational Search Test Collections
Zahra Abbasiantaeb
Chuan Meng
Leif Azzopardi
Mohammad Aliannejadi
KELM
129
2
0
12 Mar 2025
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments
Leandro Carísio Fernandes
Leandro dos Santos Ribeiro
Marcos Vinícius Borela de Castro
Leonardo Augusto da Silva Pacheco
Edans Flávius de Oliveira Sandes
AILawRALMELM
488
0
0
11 Mar 2025
A Survey of Model Architectures in Information Retrieval
A Survey of Model Architectures in Information Retrieval
Zhichao Xu
Fengran Mo
Zhiqi Huang
Crystina Zhang
Puxuan Yu
Bei Wang
Jimmy J. Lin
Vivek Srikumar
KELM3DV
195
2
0
21 Feb 2025
Judging the Judges: A Collection of LLM-Generated Relevance Judgements
Judging the Judges: A Collection of LLM-Generated Relevance Judgements
Hossein A. Rahmani
Clemencia Siro
Mohammad Aliannejadi
Nick Craswell
Charles L. A. Clarke
Guglielmo Faggioli
Bhaskar Mitra
Paul Thomas
Emine Yilmaz
ELM
99
1
0
20 Feb 2025
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?
Rikiya Takehi
E. Voorhees
Tetsuya Sakai
I. Soboroff
294
3
0
11 Nov 2024
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