The SOFC-Exp Corpus and Neural Approaches to Information Extraction in
the Materials Science Domain

The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain

4 June 2020

Annemarie Friedrich

Johannes Hingerl

Papers citing "The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain"

11 / 11 papers shown

Title
KALE-LM: Unleash The Power Of AI For Science Via Knowledge And Logic Enhanced Large Model Weichen Dai Yezeng Chen Zijie Dai Zhijie Huang Yong-Jin Liu ... Chengli Zhong Xinhe Li Zeyu Wang Zhuoying Feng Yi Zhou 35 0 0 27 Sep 2024
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature Jerry Junyang Cheung Yuchen Zhuang Yinghao Li Pranav Shetty Wantian Zhao Sanjeev Grampurohit R. Ramprasad Chao Zhang AI4CE 14 11 0 13 Nov 2023
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou Sheng Zhang Yu Gu Muhao Chen Hoifung Poon 24 59 0 07 Aug 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 30 9 0 22 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 30 29 0 14 May 2023
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods Xiang Dai Sarvnaz Karimi 27 3 0 24 Nov 2022
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text Xianjun Yang Ya Zhuo Julia Zuo Xinlu Zhang Stephen D. Wilson Linda R. Petzold 32 11 0 22 Oct 2022
SsciBERT: A Pre-trained Language Model for Social Science Texts Si Shen Jiang-fu Liu Litao Lin Ying Huang Lin Zhang Changting Liu Yu Feng Dongbo Wang 11 27 0 09 Jun 2022
ULSA: Unified Language of Synthesis Actions for Representation of Synthesis Protocols Zheren Wang Kevin Cruse Yuxing Fei Ann Chia Yan Zeng Haoyan Huo T. He B. Deng O. Kononova Gerbrand Ceder 13 1 0 23 Jan 2022
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 24 18 0 11 Feb 2021
An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai Heike Adel 35 194 0 22 Oct 2020