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A survey on textual entailment based question answering

Journal of King Saud University - Computer and Information Sciences, 2022
Question answering, an information retrieval system that seeks knowledge, is one of the classic applications in Natural Language Processing. A question answering system comprises numerous sets of subtasks.
Aarthi Paramasivam, S. Jaya Nirmala
exaly   +3 more sources

Relative Entailment Among Probabilistic Implications [PDF]

Logical Methods in Computer Science, 2019
We study a natural variant of the implicational fragment of propositional logic. Its formulas are pairs of conjunctions of positive literals, related together by an implicational-like connective; the semantics of this sort of implication is defined in ...
Albert Atserias, José L. Balcázar, Marie Ely Piceno   +2 more
doaj   +3 more sources

Entailment Graph Learning with Textual Entailment and Soft Transitivity

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Les graphiques d'implication typés essaient d'apprendre les relations d'implication entre les prédicats à partir du texte et de les modéliser en tant qu'arêtes entre les nœuds de prédicats. La construction des graphiques d'implication souffre généralement d'une grande rareté et d'un manque de fiabilité de la similitude distributionnelle. Nous proposons
Zhibin Chen, Yue Feng, Dong Liang Zhao
openaire   +3 more sources

Recognizing Textual Entailment: Challenges in the Portuguese Language

Information (Switzerland), 2018
Recognizing textual entailment comprises the task of determining semantic entailment relations between text fragments. A text fragment entails another text fragment if, from the meaning of the former, one can infer the meaning of the latter.
Gil Rocha, Henrique Lopes Cardoso, Rocha Gil   +2 more
exaly   +3 more sources

Manner implicatures in large language models [PDF]

Scientific Reports
In human speakers’ daily conversations, what we do not say matters. We not only compute the literal semantics but also go beyond and draw inferences from what we could have said but chose not to.
Yan Cong
doaj   +2 more sources

Entailment Relations on Distributions [PDF]

Electronic Proceedings in Theoretical Computer Science, 2016
In this paper we give an overview of partial orders on the space of probability distributions that carry a notion of information content and serve as a generalisation of the Bayesian order given in (Coecke and Martin, 2011).
John van de Wetering
doaj   +4 more sources

Dynamic Probabilistic Entailment. Improving on Adams' Dynamic Entailment Relation

Logic and Logical Philosophy, 2021
The inferences of contraposition (A ⇒ C ∴ ¬C ⇒ ¬A), the hypothetical syllogism (A ⇒ B, B ⇒ C ∴ A ⇒ C), and others are widely seen as unacceptable for counterfactual conditionals. Adams convincingly argued, however, that these inferences are unacceptable for indicative conditionals as well.
Robert Van Rooij, Patricia Mirabile
openaire   +5 more sources

AN ANALYSIS OF ENTAILMENT FOUND ON COSMETIC AND FAS FOOD ADVERTISEMENT

Journal of English Teaching and Applied Linguistics, 2022
: This research intended to find out the types of entailment found on advertisement of cosmetic and fast food. In conducting this research, the research use qualitative method with content analysis because the data were collected from document, in ...
Marnala Pangaribuan
doaj   +1 more source

Unsupervised Learning of Relational Entailment Graphs from Text [PDF]

, 2021
Recognizing textual entailment and paraphrasing is critical to many core natural language processing applications including question answering and semantic parsing.
Hosseini, Mohammad Javad
core   +1 more source

Recognition of Chinese Lexical Entailment Relation Based on Word Vector [PDF]

Jisuanji gongcheng, 2016
Automatic recognition of English lexical entailment relation has many researches,and many recognition models are presented.But study on Chines lexical entailment is not sufficient while there have many studies on English lexical entailment from different
ZHANG Zhichang,ZHOU Huixia,YAO Dongren,LU Xiaoyong
doaj   +1 more source