The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures

16 May 2019

Papers citing "The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures"

20 / 20 papers shown

Title
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains Chencheng Zhu Kazutaka Shimada Tomoki Taniguchi Tomoko Ohkuma 43 0 0 31 Dec 2024
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 43 27 0 07 Feb 2024
Linguistic representations for fewer-shot relation extraction across domains Sireesh Gururaja Ritam Dutt Ting-gen Liao Carolyn Rose 31 11 0 07 Jul 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals Hongru Liang Jia-Wei Liu Weihong Du dingnan jin Wenqiang Lei Zujie Wen Jiancheng Lv 16 1 0 07 Jun 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 33 29 0 14 May 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 36 35 0 26 Jan 2023
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
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts Nghia T. Le Fan Bai Alan Ritter 37 12 0 07 Oct 2022
SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling Mengyang Liu Haozheng Luo Le Huu Thong Yinghao Li Chao Zhang Le Song 11 5 0 07 Aug 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 18 1 0 23 Jan 2022
Easy Semantification of Bioassays Marco Anteghini Jennifer D'Souza V. A. M. D. Santos Sören Auer 25 4 0 30 Nov 2021
Extracting Domain-specific Concepts from Large-scale Linked Open Data S. Kume Kouji Kozaki 12 2 0 22 Nov 2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Xisen Jin Dejiao Zhang Henghui Zhu Wei Xiao Shang-Wen Li Xiaokai Wei Andrew O. Arnold Xiang Ren KELM CLL 31 111 0 16 Oct 2021
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 37 29 0 31 Aug 2021
Data Augmentation for Low-Resource Named Entity Recognition Using Backtranslation Usama Yaseen Stefan Langer MedIm 21 15 0 26 Aug 2021
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction Kohei Makino Makoto Miwa Yutaka Sasaki KELM 32 7 0 18 Jun 2021
An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai Heike Adel 35 194 0 22 Oct 2020
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature Souradip Guha Ankan Mullick Jatin Agrawal Swetarekha Ram Samir Ghui Seung-Cheol Lee S. Bhattacharjee Pawan Goyal 18 15 0 15 Sep 2020
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain Annemarie Friedrich Heike Adel F. Tomazic Johannes Hingerl Renou Benteau Anika Maruscyk Lukas Lange 24 71 0 04 Jun 2020
Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature Fusataka Kuniyoshi Kohei Makino Jun Ozawa Makoto Miwa 36 33 0 18 Feb 2020