[PDF] Top 20 A Coreference Corpus and Resolution System for Dutch

... The actual visualisation is performed by a XSL stylesheet in combination with CSS and JavaScript. Documents are displayed as web- pages. All markables are bracketed. NPs that are part of some coreference relation ... See full document

... existing coreference-enabled cor- pora such as the Tübingen treebank of German newspaper texts (TüBa-D/Z) annotated with a set of coreference rela- tions (Hinrichs et ...a coreference-annotated cor- ... See full document

... SzegedKoref corpus, in which coreference relations are manually ...annotated corpus. Due to its size, the corpus can be exploited in training and test- ing machine learning based ... See full document

... A concurrent work by Rudinger et al. (2018) also proposed an empirical study of the biases in coreference resolution systems. In contrast to Zhao et al. (2018), who attribute the bias in part to the ... See full document

... in corpus are noun phrases, and our experimental re- sults indicate that considering constituents annotated with above proposed POS tags achieve the best per- ... See full document

... tated corpus delivered for this particular subtask in the shared task is very small (78 documents with 1754 sentences), we have decided to use a semi- supervised learning method in our ... See full document

... a corpus that was auto- matically labeled by the unsupervised model based on the association ...our system is a flexible and modular framework that is able to learn from data with different quality (perfect ... See full document

... of coreference-annotated data the par- ticipants can use for ...German/Russian coreference data and use it to train a Ger- man/Russian coreference resolver, or adopt a heuristic-based approach where ... See full document

... annotated corpus (45 000 words, 2 500 sentences) consists of manually annotated news articles (see Table ...The corpus can be considered rather small when compared to CoNLL corpora which have over 300 000 ... See full document

... pairwise coreference link ...based system also outperforms the pre- vious best model on the KBP 2016 corpus (Lu and Ng, 2017) consistently using all the evalua- tion metrics, with an overall ... See full document

... Future work will investigate this issue by quan- tifying the value of complete gold standard annota- tions versus the partial annotations that may be pro- duced using document-inertial instance selection. One way of ... See full document

... The distribution of different types of noun phrases in biomedical articles differs from the distribution in other general text. Pronouns are very rare, accounting for about 3% of noun phrases; whereas proper names, ... See full document

... In the present study, we aim to investigate the cross-genre portability of an existing mention-pair coreference resolver for Dutch. In order to do so, our system’s performance was compared on eight ... See full document

... written corpus based on German radio news, which features coreference and information-status annotation (including bridging anaphora and their antecedents), as well as prosodic ...the corpus, as well ... See full document

... We can also note the subset of this corpus used for agreement calculation was also annotated within the rich ERE paradigm (Song et al., 2015), which allows an inter-schema comparison of the overlap between a ... See full document

... processing, coreference links naturally follow as a by-product of constructing best ...abduction, coreference resolution is equal to unification of predications; see ...interpretation, ... See full document

... dataset, W INO B IAS (Zhao et al., 2018) is a W SC - inspired dataset that measures gender bias in the coreference resolution algorithms. Similarly to W INO G ENDER , it contains instances of occupa- tions ... See full document

... As was stated in Section 3.4, sentences with quo- tations were excluded from the learning process be- cause the presence of a correct antecedent in the can- didate list was less frequent in these cases. This is validated ... See full document

... Results on the test set are shown in Table 1. Our baseline is the span-ranking model from Lee et al. (2018) with ELMo input features and second-order span representations, which achieves 73.0% Avg. F1. Replacing the ELMo ... See full document

... Table 1: Names of the local features used. Global features are described at start of section 3.3. In the experiments described in the next section, we use for all runs η = .01 and numIter = 5 iterations of training and a ... See full document