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Anaphora and coreference resolution: A review
Coreference resolution aims at resolving repeated references to an object in a document
and forms a core component of natural language processing (NLP) research. When used as …
and forms a core component of natural language processing (NLP) research. When used as …
[PDF][PDF] Supervised noun phrase coreference research: The first fifteen years
V Ng - Proceedings of the 48th annual meeting of the …, 2010 - aclanthology.org
The research focus of computational coreference resolution has exhibited a shift from
heuristic approaches to machine learning approaches in the past decade. This paper …
heuristic approaches to machine learning approaches in the past decade. This paper …
[PDF][PDF] CoNLL-2012 shared task: Modeling multilingual unrestricted coreference in OntoNotes
The CoNLL-2012 shared task involved predicting coreference in English, Chinese, and
Arabic, using the final version, v5. 0, of the OntoNotes corpus. It was a follow-on to the …
Arabic, using the final version, v5. 0, of the OntoNotes corpus. It was a follow-on to the …
[PDF][PDF] Easy victories and uphill battles in coreference resolution
G Durrett, D Klein - Proceedings of the 2013 conference on …, 2013 - aclanthology.org
Classical coreference systems encode various syntactic, discourse, and semantic
phenomena explicitly, using heterogenous features computed from hand-crafted heuristics …
phenomena explicitly, using heterogenous features computed from hand-crafted heuristics …
[PDF][PDF] Resolving complex cases of definite pronouns: the winograd schema challenge
We examine the task of resolving complex cases of definite pronouns, specifically those for
which traditional linguistic constraints on coreference (eg, Binding Constraints, gender and …
which traditional linguistic constraints on coreference (eg, Binding Constraints, gender and …
Natural language processing for information extraction
S Singh - arxiv preprint arxiv:1807.02383, 2018 - arxiv.org
With rise of digital age, there is an explosion of information in the form of news, articles,
social media, and so on. Much of this data lies in unstructured form and manually managing …
social media, and so on. Much of this data lies in unstructured form and manually managing …
[ΒΙΒΛΙΟ][B] Discourse processing
M Stede - 2012 - books.google.com
Discourse Processing here is framed as marking up a text with structural descriptions on
several levels, which can serve to support many language-processing or text-mining tasks …
several levels, which can serve to support many language-processing or text-mining tasks …
SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning
V Mann, S Viswanath, S Vaidyaraman… - Computers & Chemical …, 2023 - Elsevier
Automatically extracting information from unstructured text in pharmaceutical documents is
important for drug discovery and development. This information can be integrated with …
important for drug discovery and development. This information can be integrated with …
Czeng 1.6: enlarged czech-english parallel corpus with processing tools dockered
We present a new release of the Czech-English parallel corpus CzEng. CzEng 1.6 consists
of about 0.5 billion words (“gigaword”) in each language. The corpus is equipped with …
of about 0.5 billion words (“gigaword”) in each language. The corpus is equipped with …
Annotating a broad range of anaphoric phenomena, in a variety of genres: the ARRAU corpus
This paper presents the second release of arrau, a multigenre corpus of anaphoric
information created over 10 years to provide data for the next generation of …
information created over 10 years to provide data for the next generation of …