Data set for coreference resolution (Chapter 8)
Latent Trees for Coreference Resolution
... Thus, the performance of our mention detector must be checked only on the set of non- singleton mentions. In our system, we remove singleton mentions only after the mention clustering step. Hence, for each model, ...
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Inference Protocols for Coreference Resolution
... 3 Experiments and Results In this section, we present the performance of the system on the OntoNotes-4.0 data set. A previous experiment using an earlier version of this data can be found in (Pradhan ...
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Supervised Coreference Resolution with SUCRE
... SUCRE participated in the closed track of the shared task. Experiments have been performed for the two kind of documents, namely, the automati- cally preprocessed documents and the gold prepro- cessed documents. In this ...
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Singletons and Coreference Resolution Evaluation
... VAL data set between the settings in which the gold stan- dard contains singletons and the one where it does ...VAL set, the C O NLL set shows a deterioration of approxi- mately 3 percent ...
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Active Learning for Coreference Resolution
... task data set, a subset of OntoNotes ...test set sizes are about 96,000 and 24,000 ...erence resolution subtask, we use the true mention boundaries for the ...
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Exploring Lexicalized Features for Coreference Resolution
... 3.3 Semantic role features We tried to exploit the semantic roles that were in- cluded in the CoNLL 2011 data set. Ponzetto and Strube (2006) suggested using the concatenation of the predicate and the role ...
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Coreference or Not: A Twin Model for Coreference Resolution
... 4.1 Data and Evaluation Metric We report the experimental results on ACE 2005 data (NIST, ...test set and use the rest of the documents as the training ...this data split is tabulated in Table ...
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Coreference resolution with and for Wikipedia
... We evaluate the systems on the whole dataset, using the v8.01 of the CoNLL scorer 3 [56]. The results are reported in Table 4.III along with the performance of the systems on the CoNLL 2012 test data [55]. ...
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Coreference resolution survey
... for coreference in order to acquire constraints for a resolution ...from coreference chains pairing any NP inside the chain with any other, without considering the order inside the ...a set of ...
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Data driven Multilingual Coreference Resolution using Resolver Stacking
... the set of extracted mentions is filtered by removing non-referential occurrences of certain ...Our coreference resolver at its core re- lies on a pair-wise ...
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Unsupervised Event Coreference Resolution
... the resolution of event coreference in an unsupervised way stem from (a) the choice of representing event mentions through a rich set of features and (b) the ability of modeling events described both ...
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Gender Bias in Coreference Resolution
... large-scale data for training coreference models, early systems re- lied heavily on expert ...the set of mention attributes identified in the very first stage of the sieve, making this information ...
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Incremental Coreference Resolution for German
... on coreference resolution in multiple languages (Recasens et ...as data and four out of the participating six systems submitted responses for the T¨ uBa- D/Z test ...in coreference chains) in ...
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Towards Multilingual Coreference Resolution
... the coreference resolver, since it will have more mention pairs to work ...the set of patterns extracted from the training ...the data, it can be used with any language for which part-of-speech ...
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Multigraph Clustering for Unsupervised Coreference Resolution
... Table 1: Results of different systems on the CoNLL’12 English data sets. CoNLL’12 shared task, which are denoted as best and median respectively. best employs a struc- tured prediction model with learned ...
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UBIU for Multilingual Coreference Resolution in OntoNotes
... development set are shown in Table ...development data shows that the version using the singleton classifier extracts a slightly higher number of coreferent mentions than the version ...
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Coreference Resolution with Loose Transitivity Constraints
... syntactic: same head, path (Yang et al., 2006) semantic: semantic class agreement, predicate (Ponzetto and Strube, 2006; Ng, 2007) Combining different training instance generation methods and clustering algorithms, we ...
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BERT for Coreference Resolution: Baselines and Analysis
... Misc. He is my, She is my Goddess , ah 17 17 Total 93 74 Table 3: Qualitative Analysis: #base and #large refers to the number of cluster-level errors on a subset of the OntoNotes English development set. ...
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Coreference Resolution for Latvian
... Table 5 lists the performance of the system. Given gold mentions LVCoref outperforms baseline by 12.7%, but using predicted mentions by 6.2%. Table 6 illustrates the performance of the system as the 4 rule sets are ...
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Coreference Resolution with Reconcile
... end coreference resolution system. Coreference resolution is a complex problem, and successful systems must tackle a variety of non-trivial sub- problems that are central to the ...
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