id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
work_4oaheysiu5hhvapo7iqe4q6yq4	Mohammad Javad Hosseini	Learning Typed Entailment Graphs with Global Soft Constraints	2018	16	.pdf	application/pdf	9710	974	64	Typed Entailment Graphs with Global Soft Constraints', Transactions of the Association for Computational https://www.research.ed.ac.uk/portal/en/publications/learning-typed-entailment-graphs-with-global-soft-constraints(f9e6cde4-6adb-4f78-aeab-44ff87367405).html Learning Typed Entailment Graphs with Global Soft Constraints Learning Typed Entailment Graphs with Global Soft Constraints This paper presents a new method for learning typed entailment graphs from text. Our immediate goal is to learn entailment rules between typed predicates with two arguments, where entailment and paraphrase rules for use in semantic parsing and open domain question-answering, directly learns entailment relations between predicates, these methods aim at predicting the source First, it is standard to learn a separate typed entailment graph for each (plausible) type-pair because arguments provide necessary disambiguation for predicate meaning (Berant et al., 2011, consistent between different typed entailment graphs; LpResolution encourages paraphrase predicates to have the similarity scores and test our model on two entailment rules datasets (§5.2). (2011) annotated all the edges of 10 typed entailment graphs based on the predicates in their corpus.	./cache/work_4oaheysiu5hhvapo7iqe4q6yq4.pdf	./txt/work_4oaheysiu5hhvapo7iqe4q6yq4.txt