[PDF] Top 20 Towards Component Based Textual Entailment

... the entailment relation separately, the more the system should be able to correctly judge more complex pairs, in which different phenomena are present and interact in a complex ...a component based ... See full document

... for component-based TE, where each component is in itself a complete TE system, able to address a TE task on a specific phenomenon in ...this component-based architecture, a set of ... See full document

... July 10, 2012 continued 10:30-16:00 Session 1 BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment Asher Stern and Ido Dagan Entailment-based Text Exploration with App[r] ... See full document

... the entailment relation is ...WordNet Based Subject-Verb Comparison, Subject-Subject Comparison, Object-Verb Comparison, WordNet Based Object-Verb Comparison, Cross Subject-Object Comparison, Number ... See full document

... and textual entailment have approximated the entailment problem as that of computing the best alignment of the hypothesis to the text, using a lo- cally decomposable matching ...the entailment ... See full document

... (Bar-Haim et al., 2007) implement a proof system using rules for generic linguistic struc- tures, lexical-based rules, and lexical-syntactic rules (these obtained with a DIRT-like algorithm on the first CD of the ... See full document

... purpose textual inference. Isolating the quantity reasoning component of the RTE task, we define Quantity Entailment (QE) - the task of determining whether a given quantity can be inferred from a ... See full document

... The attention is based on a representation of the claim that is independent of the five sentences. This representation is obtained by summing up the input encodings of the claim in the five ESIM runs. In the same ... See full document

... Our first example is shown in Figure 4 (a) and (b), with premise “several younger people sitting in front of a statue”, and hypothesis “several young people sitting in an auditorium”. Figure 4 (a) and (b) only show the ... See full document

... 7. To ensure the quality of the dataset, all the pairs were manually checked by two expert annotators and modified where necessary. Our future work will address both the content synchronization, and cross-lingual ... See full document

... In this section we describe the various groups of features that were used for the classification task in the last component of the approach introduced above. To create these features, the claim and ev- idence were ... See full document

... groups based on the theoretical assumption that (a) the first group (comprising IR, IE, and QA) has roughly to do with extraction of information either in the form of a sentence or as a template filling procedure, ... See full document

... Similarly to the Nutcracker system (Curran et al., 2007), the Afazio RTE system combines a statistical parser (the Stanford parser (Klein and Manning, 2003)) with a sym- bolic semantic component. First, a system ... See full document

... In this paper, a labeled alignment scheme is pro- posed to address the shortage of the normal align- ment scheme for non-entailment RTE samples. To verify the proposed scheme, an augmented alignment-based ... See full document

... The remainder of the paper is organized as fol- lows: Section 2 critically reviews the previous work by highlighting the need of generalizing lexico- syntactic rules. Section 3 describes lexical similar- ity approaches, ... See full document

... Another kind of deep methods involves first transferring natural language to logic represen- tation and then conducting strict logic inference based on the logic representations (de Salvo Braz et al., 2006; Tatu ... See full document

... Our second contribution is a crowdsourcing-based procedure to create the dataset which can be applied to other languages and data sources in order to create comparable datasets quickly and at modest expense. The ... See full document

... This paper presents the submissions by Team Dr.Quad to the ACL-BioNLP 2019 shared task on Textual Inference and Question Entailment in the Medical Domain. Our system is based on the prior work Liu et ... See full document

... In the creation of new cost schemes, users can express edit operation costs, and conditions over the A and B elements, using a meta-language based on a lisp-like syntax (e.g. (+ (IDF A) (IDF B)), (not (equals A ... See full document

... We conduct our RTE experiments using the open- source Excitement Open Platform (EOP) (Pad´o et al., 2015; Magnini et al., 2014), which provides comprehensive implementations of algorithms and lexical resources for ... See full document