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2209.13136
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A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing
27 September 2022
Pranav Shetty
Arunkumar Chitteth Rajan
Christopher Kuenneth
Sonkakshi Gupta
L. P. Panchumarti
Lauren Holm
Chaoran Zhang
R. Ramprasad
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Papers citing
"A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing"
11 / 11 papers shown
Title
Information fusion strategy integrating pre-trained language model and contrastive learning for materials knowledge mining
Yongqian Peng
Zhouran Zhang
Longhui Zhang
Fengyuan Zhao
Yahao Li
Yicong Ye
Shuxin Bai
AI4CE
7
0
0
14 Jun 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention
Mengzhe Hei
Zhouran Zhang
Qingbao Liu
Yan Pan
Xiang Zhao
Yongqian Peng
Yicong Ye
Xin Zhang
Shuxin Bai
71
1
0
10 Mar 2025
Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery
Yunze Jia
Yuehui Xian
Yangyang Xu
Pengfei Dang
Xiangdong Ding
Jun Sun
Yumei Zhou
Dezhen Xue
104
0
0
24 Feb 2025
Sampling Latent Material-Property Information From LLM-Derived Embedding Representations
Luke P J Gilligan
M. Cobelli
Hasan M. Sayeed
Taylor D. Sparks
Stefano Sanvito
31
0
0
18 Sep 2024
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities
Ali Riza Durmaz
Akhil Thomas
Lokesh Mishra
Rachana Niranjan Murthy
Thomas Straub
65
1
0
05 Aug 2024
Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing
Pranav Shetty
Aishat Adeboye
Sonakshi Gupta
Chao Zhang
R. Ramprasad
69
6
0
29 Feb 2024
NLP for Knowledge Discovery and Information Extraction from Energetics Corpora
Francis G. VanGessel
Efrem Perry
Salil Mohan
Oliver M. Barham
Mark Cavolowsky
111
0
0
10 Feb 2024
An Interdisciplinary Outlook on Large Language Models for Scientific Research
James Boyko
Joseph Cohen
Nathan Fox
Maria Han Veiga
Jennifer I-Hsiu Li
...
Andreas H. Rauch
Kenneth N. Reid
Soumi Tribedi
Anastasia Visheratina
Xin Xie
75
19
0
03 Nov 2023
Accelerated materials language processing enabled by GPT
Jaewoong Choi
Byungju Lee
AI4CE
26
3
0
18 Aug 2023
MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models
Mohd Zaki
J. Jayadeva
Mausam
N. M. A. Krishnan
ELM
41
5
0
17 Aug 2023
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
Rongzhi Zhang
Yue Yu
Pranav Shetty
Le Song
Chao Zhang
136
25
0
18 Mar 2022
1