A Akkasi, MF Moens - Journal of biomedical informatics, 2021 - Elsevier
The identification of causal relationships between events or entities within biomedical texts is of great importance for creating scientific knowledge bases and is also a fundamental …
P Li, K Mao - Expert Systems with Applications, 2019 - Elsevier
Causal relation extraction is a challenging yet very important task for Natural Language Processing (NLP). There are many existing approaches developed to tackle this task, either …
Z Li, Q Li, X Zou, J Ren - Neurocomputing, 2021 - Elsevier
Causality extraction from natural language texts is a challenging open problem in artificial intelligence. Existing methods utilize patterns, constraints, and machine learning techniques …
In this paper we have proposed a linguistically informed recursive neural network architecture for automatic extraction of cause-effect relations from text. These relations can …
CSG Khoo, S Chan, Y Niu - … of the 38th annual meeting of the …, 2000 - aclanthology.org
This paper reports the first part of a project that aims to develop a knowledge extraction and knowledge discovery system that extracts causal knowledge from textual databases. In this …
D Mariko, HA Akl, E Labidurie, S Durfort… - arXiv preprint arXiv …, 2020 - arxiv.org
We present the FinCausal 2020 Shared Task on Causality Detection in Financial Documents and the associated FinCausal dataset, and discuss the participating systems …
CX Wan, B Li - The Journal of Supercomputing, 2022 - Springer
By studying the causality contained in financial texts, we can further reveal more potential laws of economic activities, such as “factors promoting stable and healthy economic …
J Gao, H Yu, S Zhang - Knowledge-Based Systems, 2022 - Elsevier
Abstract Event Causality Extraction (ECE) plays an essential role in many Natural Language Processing (NLP), such as event prediction and dialogue generation. Recent research in …
Acceptance testing is crucial to determine whether a system fulfills end-user requirements. However, the creation of acceptance tests is a laborious task entailing two major …