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Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards

Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards

Furkan Şahinuç
Thy Thy Tran
Yulia Grishina
Yufang Hou
Bei Chen
Iryna Gurevych
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Papers citing "Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards"

8 / 8 papers shown
Title
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
Roelien C Timmer
Yufang Hou
Stephen Wan
221
0
0
23 May 2025
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering
Zhiyong Wu
Yaoxiang Wang
Jiacheng Ye
Lingpeng Kong
88
138
0
20 Dec 2022
Automated Mining of Leaderboards for Empirical AI Research
Automated Mining of Leaderboards for Empirical AI Research
Salomon Kabongo KABENAMUALU
Jennifer D'Souza
Sören Auer
99
31
0
31 Aug 2021
End-to-End NLP Knowledge Graph Construction
End-to-End NLP Knowledge Graph Construction
Ishani Mondal
Yufang Hou
Charles Jochim
34
33
0
02 Jun 2021
AxCell: Automatic Extraction of Results from Machine Learning Papers
AxCell: Automatic Extraction of Results from Machine Learning Papers
Marcin Kardas
Piotr Czapla
Pontus Stenetorp
Sebastian Ruder
Sebastian Riedel
Ross Taylor
Robert Stojnic
45
76
0
29 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers
Iryna Gurevych
1.3K
12,301
0
27 Aug 2019
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
Yufang Hou
Charles Jochim
Martin Gleize
Francesca Bonin
Debasis Ganguly
66
94
0
21 Jun 2019
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Yi Luan
Luheng He
Mari Ostendorf
Hannaneh Hajishirzi
116
684
0
29 Aug 2018

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