[PDF] Top 20 An Integrated Model for Anaphora Resolution

... AN INTEGRATED MODEL FOR ANAPHORA RESOLUTION AN INTEGRATED M O D E L FOR ANAPHORA R E S O L U T I O N Ruslan Mitkov Institute of Mathematics Acad G Bonchev str bl 8, 1113 Sofia, Bulgaria ABSTRACT The p[.] ... See full document

... regression model with the target variable PRONTYPE (personal or demonstrative) and the predic- tors ANTE, ANTESUBJ, DIST, REFCAT, CB and SPEAKER (in this ...the model, an analysis of deviance shows a ... See full document

... Abstract: Anaphora Resolution is one of the fundamental tasks in Natural Language ...on Anaphora Resolution but still very limited research have been carried out on Indian languages like ... See full document

... Anaphora resolution approaches can also be broadly classified as knowledge-poor approaches and knowledge-rich, depending on the amount of contextual knowledge integrated into the ...pronoun ... See full document

... the distribution of NP types among the samples se- lected by GE2(A) is similar to the original distri- bution in the data. This confirms the problem we expected to have with GE1(A), since exact matches of proper names ... See full document

... Similarly to the evaluation for English, we com- pared the approach for Polish with i a Baseline Model which discounts candidates on the basis of agreement in number and gender and, if t[r] ... See full document

... tion (Soon et al., 2001; Ng and Cardie, 2002, etc.) is to use a single classifier to identify antecedents of all anaphoric expressions, relying on the ability of the machine learning algorithm to learn these differ- ... See full document

... by anaphora resolution systems can lead to interesting findings and open new areas of ...probabilistic model, trained on more data and taking into account more aspects could lead to even better ... See full document

... zero anaphora resolutio n in Chinese based on centering ...centering model only focuses on local coherence in discourse, we therefore propose to extend the referent set of a zero anaphor to include all ... See full document

... using anaphora resolution has so far been able to outperform a phrase-based statistical MT ...automatic anaphora resolu- tion ...Coreference Resolution system on the source ...translation ... See full document

... As far as anaphora resolution is concerned, e.g., the model requires to consider those discourse entities as potential antecedents for anaphoric expressions in the current utterance Ui, [r] ... See full document

... language model over the lemmas of the target ...this model and the official baseline provided by the shared task organisers is the integration of informa- tion about the pronoun found on the source side, ... See full document

... learning model for anaphora resolution considers the antecedent candidates of an anaphor in isolation, and thus cannot effectively capture the preference relation- ships between competing candidates ... See full document

... abstract anaphora is an impor- tant, but difficult task for text understand- ...stract anaphora is that it establishes a re- lation between the anaphor embedded in the anaphoric sentence and its (typical- ... See full document

... Many researchers have recently explored ma- chine learning-based methods using considerable amounts of annotated data provided by, for exam- ple, the Message Understanding Conference and Automatic Context Extraction ... See full document

... zero anaphora resolution, we tested our model under three conditions: without zero anaphora resolu- tion (no resolution), with zero anaphora resolution (automatically ... See full document

... probabilistic model for Japanese zero anaphora ...this model recognizes discourse en- tities and links all mentions to ...zero anaphora relation are simultaneously de- termined based on ... 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

... of anaphora. In stage 1, the anaphora and its referring e xpressions are identified and in stage 2, the correct antecedent of a pronoun is selected among the set of referring e xpressions of a corresponding ... See full document

... Content encapsulation involves the production of resources according to standard content models and formats. Fundamental objectives of content encapsulation are the easy port- ability of content items from one ... See full document