[PDF] Top 20 Multilingual Mention Detection for Coreference Resolution
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Multilingual Mention Detection for Coreference Resolution
... The OntoNotes corpus has been used for eval- uating end-to-end CR systems at two CoNLL shared tasks (2011 and 2012). At the 2011 shared task, the participants relied on rule-based mod- ules for extracting mention ... See full document
9
Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French
... There is a large existing body of work on corefer- ence resolution spanning from the 1970s of which Poesio et al. (2016) provides an exhaustive review. In recent years, the field has been dominated by machine ... See full document
7
Singleton Detection using Word Embeddings and Neural Networks
... singleton detection and coreference resolution, it would be insightful to look into combining the cur- rent system with more recent coreference resolu- tion systems ...singleton ... See full document
7
A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks
... tasks, such as, machine translation, sentiment classifica- tion or natural language inference. Although, (i) the selec- tion of this diverse set of tasks, as well as, (ii) the con- trol of the interactions between them ... See full document
8
Translation Based Projection for Multilingual Coreference Resolution
... to coreference resolu- tion, especially in light of the fact that they have re- cently started to rival their supervised ...design coreference rules ...designing coreference rules and generative ... See full document
11
Simple Maximum Entropy Models for Multilingual Coreference Resolution
... model coreference resolution for multiple ...erence resolution is to group different mentions in a document into coreference equivalent classes (Prad- han et ... See full document
5
BESTCUT: A Graph Algorithm for Coreference Resolution
... the mention detection module with the B EST C UT coreference resolver, we also generated classifications for Named Entities and pronouns by using the same set of features minus the WordNet ones ... See full document
9
Instance Sampling for Multilingual Coreference Resolution
... The coreference resolution pipeline in UBIU starts with a basic preprocessing step of the data in which only insignificant formatting and restruc- turing of the data is ...– mention identifica- ... See full document
6
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution
... were coreference-annotated in such a way that a men- tion and its embedding mention can be coref- erent if they have the same ...these coreference relations, we employ the Same Head sieve, which ... See full document
8
Data driven Multilingual Coreference Resolution using Resolver Stacking
... easier to resolve than common noun phrases and pronouns. To leverage this, we follow Sapena et al. (2010) who reorder mentions based on mention type. Specifically, we first process proper noun phrases, then common ... See full document
7
A Joint Framework for Coreference Resolution and Mention Head Detection
... In coreference resolution, a fair amount of research treats mention detection as a pre- processed step and focuses on developing algorithms for clustering coreferred men- ...imperfect ... See full document
10
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
... Coreference resolution aims to identify in a text all mentions that refer to the same real-world ...neural coreference model consid- ers all text spans in a document as po- tential mentions and ... See full document
6
Proceedings of the Nineteenth Conference on Computational Natural Language Learning
... Program A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation A Joint Framework for Coreference Resolution and Mention Head Detection A Supertag-Con[r] ... See full document
24
UBIU for Multilingual Coreference Resolution in OntoNotes
... Gold Mention Boundaries The results for this set of experiments is based on a version of the test set that contains the gold boundaries of all mentions, in- cluding ... See full document
7
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 ... See full document
6
Machine Learning for Mention Head Detection in Multilingual Coreference Resolution
... the mention-pair model implies that an instance consists of a pair of mentions, and, since vectors for machine learning (ML) need to be of a fixed length, each mention is generally represented by its ... See full document
8
Stanford’s Multi Pass Sieve Coreference Resolution System at the CoNLL 2011 Shared Task
... the mention detection sieve, favors recall heav- ily, whereas the second stage, which includes the ac- tual coreference resolution sieves, is precision ori- ...the coreference ... See full document
7
Leveraging Annotators’ Gaze Behaviour for Coreference Resolution
... The documents are annotated by 14 partici- pants. Out of them, 12 of them are graduate/post- graduate students with science and engineering background in the age group of 20-30 years, with English as the primary language ... See full document
5
Leveraging coreference to identify arms in medical abstracts: An experimental study
... a coreference chain, compared with experimental ...the coreference features, the word is no longer labeled as an arm, as it does not appear in any coreference ... See full document
10
Crowdsourcing and Aggregating Nested Markable Annotations
... to mention detection for large-scale coref- erence annotation projects in which the output of mention detectors is corrected using a Game- with-a-Purpose (GWAP) (Von Ahn and Dabbish, ... See full document
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