[PDF] Top 20 Active Learning for Anaphora Resolution

... The probabilistic model results from a simple de- composition process applied to a conditional proba- bility equation that involves several parameters (fea- tures). It is inspired by Ge et al.’s (1998) probabilis- tic ... See full document

... pronominal resolution module, which works on basis of salience factors, and non-pronominal resolution module to detect non-anaphoric pronouns using machine-learning ...pronominal resolution ... See full document

... We show the most attended words from the pron-25 → pron-0 with a low learning rate. Context words which appeared in a sentence containing a pronoun less than 5 times were removed in order to reduce the probability ... See full document

... handles anaphora in Malayalam and Hindi ...for anaphora resolution in Hindi using dependency parser and decision tree classi- ...generic anaphora resolution engine using machine ... See full document

... learning similarity between sentences. Given an anaphoric sentence (AntecS in (1)) and a candi- date antecedent (any constituent in a given context, e.g. being obsoleted by microprocessor-based ma- chines in (1)), ... See full document

... In this paper, Dandpat et. al [22] presented work on Bengali POS tagging and combined both supervised and unsupervised learning for training bigram HMM. Two taggers are implemented, first one is HMM-S i.e. using ... See full document

... of anaphora resolution is the corpus based approach in which the available corpus is used for the resolution ...Machine Learning Approach [16] etc are also using the provision of corpus in ... See full document

... of anaphora resolution for machine translation application by evaluating the existing Machine translation systems: AnglaHindi by IIT Kanpur, Matra2 by CDAC Mumbai and Google translation ...machine ... See full document

... state-of-the-art learning-based anaphora resolution model dramatically improves the accuracy of intra-sentential zero-anaphora, which consequently im- proves the overall performance of zero- ... See full document

... The idea of the whole experiment is as follows: we create a list of annotation pairs on the basis of the annotated corpus, extract features from these pairs and classify if they should be joined by the anaphora ... See full document

... four anaphora resolvers: three rule-based approaches (Mitkov’s knowledge-poor method (Mitkov, 1998), Kennedy&Boguraev’s parser-free method (Kennedy and Boguraev, 1996), the robust version of Baldwin’s Cogniac ... See full document

... pronoun resolution described in the previous section, here we find that for non-pronoun resolution the superiority of the twin-candidate model against the single-candidate model is not ...non-pronoun ... See full document

... machine learning approach to other- anaphora, using a Naive Bayes (NB) classifier (Sec- tion 3) with two different feature ...inal anaphora (Strube, 2002; Modjeska, ... See full document

... This paper addresses the task of extract- ing opinions from a given document collection. Assuming that an opinion can be represented as a tuple Subject, Attribute, Value , we propose a compu- tational method to extract ... See full document

... Nonetheless, active learning for coreference at the instance level is still ...successful active learning literature by using the smallest discrete problems, it can serve as a proof of concept ... See full document

... Coreference resolution (CR) – the task of determin- ing if two expressions in natural language text re- fer to the same real-world entity – is an important NLP ...tive learning (AL) is a technique that can ... See full document

... In Table 10 we present the overall results on anaphora classification and anaphora resolution for the version of the system that does not attempt to resolve bridging descriptions, for bo[r] ... See full document

... resolve anaphora representing person, place, plura l and events automatica lly fro m Ta mil te ...of anaphora and its corresponding referring expressions to identify the correct ...in anaphora ... See full document

... coreference resolution borrowed wholesale from the default configuration of the coreference resolution system, including a number of lexicalised feature templates that generate a large number of individual ... See full document

... direct anaphora, discourse-new, or bridg- ing ...whose resolution depends on knowledge of relations between objects, such as definite descriptions that refer to an object related to an entity already ... See full document