TY - JOUR
T1 - Recognizing textual entailment
T2 - A review of resources, approaches, applications, and challenges
AU - Putra, I. Made Suwija
AU - Siahaan, Daniel
AU - Saikhu, Ahmad
N1 - Publisher Copyright:
© 2023 The Author(s)
PY - 2024/2
Y1 - 2024/2
N2 - The review aims to examine the current state of recognizing textual entailment (RTE) research and summarize the state-of-the-art methods in the development of natural language processing (NLP) applications, the various approaches, datasets, and future challenges. The main finding is that the availability of resources, i.e., datasets and sentence processing methods, is very important to note and that RTE can be widely applied to different text domains in NLP applications. The main challenges to be addressed in future RTE research are expanding RTE datasets, drawing inferences from more than one premise, and recognizing inferences from sentence fragments that use different languages.
AB - The review aims to examine the current state of recognizing textual entailment (RTE) research and summarize the state-of-the-art methods in the development of natural language processing (NLP) applications, the various approaches, datasets, and future challenges. The main finding is that the availability of resources, i.e., datasets and sentence processing methods, is very important to note and that RTE can be widely applied to different text domains in NLP applications. The main challenges to be addressed in future RTE research are expanding RTE datasets, drawing inferences from more than one premise, and recognizing inferences from sentence fragments that use different languages.
KW - Applications
KW - Approaches
KW - Challenges RTE
KW - Natural language inference
KW - Recognizing textual entailment
KW - Resources
UR - http://www.scopus.com/inward/record.url?scp=85171151149&partnerID=8YFLogxK
U2 - 10.1016/j.icte.2023.08.012
DO - 10.1016/j.icte.2023.08.012
M3 - Review article
AN - SCOPUS:85171151149
SN - 2405-9595
VL - 10
SP - 132
EP - 155
JO - ICT Express
JF - ICT Express
IS - 1
ER -