[PDF] Top 20 Coreference Resolution Evaluation Based on Descriptive Specificity

... new evaluation scheme for coreference resolution, which, rather than set- ting the problem in terms of linking expressions together, sets it in terms of assigning a denotation to ...the ... See full document

... Gender Lists While current neural approaches rely heavily on pre-trained word embeddings, pre- vious feature rich and rule-based approaches rely on corpus based gender statistics mined from ex- ternal ... See full document

... the coreference resolution evaluation metrics are suited to be used in this ...the evaluation process, some level of approximation is ...are based on evaluating key/response ... See full document

... Traditionally, coreference resolution is done by mining the reference relationships be- tween NP ...does coreference resolution by exploring the relationships between NPs and coreferential ... See full document

... Luo (2005) criticizes the B 3 algorithm for using entities more than one time, because B 3 computes precision and recall of mentions by comparing en- tities containing that mention. Hence Luo pro- poses the CEAF ... See full document

... 4 Coreference Chain Construction 4.1 Coreference Chain Construction-English The evaluation on development data shows that the achieved precision of our system is better than ...known ... See full document

... invalid resolution of non-anaphors without additional ...the resolution of non-anaphors, and thus could be directly deployed to coreference ...The evaluation done on newswire domain shows that ... See full document

... For common nouns with a definite article, we first try to exclude mentions that refer to unique objects inferable from common world knowledge (e.g. “the president of the United States”). At present, we do this by ... See full document

... coreference resolution. Firstly, we consider the experimen- tal evaluation of projection method quality con- ducted by Grishina and Stede (2015) on the same dataset using gold annotations (without ... See full document

... their evaluation, they reported their coherence modeling based on the entity grid representation contributes to drastically improving accuracy on the information ordering task, which is the pairwise ranking ... See full document

... the coreference resolution pro- cess is able to determine that many mentions are ...the evaluation of precision on the OntoNotes corpora only take into account mentions included in a ... See full document

... and coreference decisions, and at the same time al- lowing direct optimization of the desired corefer- ence evaluation ...comparative evaluation of existing approaches to anaphoricity ... See full document

... other coreference resolution sys- tems are publicly available ...learning- based coreference resolution systems ...elements, evaluation settings and ... See full document

... the coreference resolution problem in a general inference-based discourse processing ...abduction based on Integer Linear ...large-scale evaluation on the CoNLL-2011 shared task ... See full document

... neural coreference models have advanced the state-of-the-art perfor- mance for coreference resolution, they are still trained with heuristic loss functions and make a sequence of local decisions for ... See full document

... the evaluation of UBIU. Since the system’s coreference resolution performs below the state of the art systems, we assume that a wide range of er- rors will be present in the system ...performance ... See full document

... To resolve coreferences, one must first detect the mentions that are going to be linked in coreference chains. Mention identification finds pronouns, common nouns, and named entity mentions. In general, we choose ... See full document

... Two rules were followed when the annotations were done: o 1: Whenever an expression ER represents a translation of an expression EE from the corresponding English text, if E s is tagged [r] ... See full document

... This paper presents a robust system for the automatic extraction of bio-molecular events from scientific texts. Event extraction pro- vides information in the understanding of physiological and pathogenesis mechanisms. ... See full document

... ... See full document