A neural entity coreference resolution review

N Stylianou, I Vlahavas - Expert Systems with Applications, 2021 - Elsevier
Abstract Entity Coreference Resolution is the task of resolving all mentions in a document
that refer to the same real world entity and is considered as one of the most difficult tasks in …

[HTML][HTML] Scoring coreference partitions of predicted mentions: A reference implementation

S Pradhan, X Luo, M Recasens, E Hovy… - Proceedings of the …, 2014 - ncbi.nlm.nih.gov
The definitions of two coreference scoring metrics—B 3 and CEAF—are underspecified with
respect to predicted, as opposed to key (or gold) mentions. Several variations have been …

[PDF][PDF] Incremental coreference resolution for German

D Tuggener - 2016 - zora.uzh.ch
The main contributions of this thesis are as follows: 1. We introduce a general model for
coreference and explore its application to German.• The model features an incremental …

[PDF][PDF] RU-EVAL-2014: Evaluating anaphora and coreference resolution for Russian

TS Ju, A Roytberg, AA Ladygina… - … 'juternaja Lingvistika i …, 2014 - ufal.mff.cuni.cz
The paper reports on the recent forum RU-EVAL‒a new initiative for evaluation of Russian
NLP resources, methods and toolkits. The first two events were devoted to morphological …

Evaluation of named entity coreference

O Agarwal, S Subramanian, A Nenkova… - Proceedings of the …, 2019 - aclanthology.org
In many NLP applications like search and information extraction for named entities, it is
necessary to find all the mentions of a named entity, some of which appear as pronouns …

Linguistically aware evaluation of coreference resolution from the perspective of higher-level applications

V Žitkus, R Butkienė, R Butleris - Natural Language Engineering, 2024 - cambridge.org
Coreference resolution is an important part of natural language processing used in machine
translation, semantic search, and various other information retrieval and understanding …

[PDF][PDF] Recall error analysis for coreference resolution

S Martschat, M Strube - Proceedings of the 2014 Conference on …, 2014 - aclanthology.org
We present a novel method for coreference resolution error analysis which we apply to
perform a recall error analysis of four state-of-the-art English coreference resolution systems …

[PDF][PDF] Coreference resolution evaluation for higher level applications

D Tuggener - Proceedings of the 14th Conference of the …, 2014 - aclanthology.org
This paper presents an evaluation framework for coreference resolution geared towards
interpretability for higher-level applications. Three application scenarios for coreference …

Robustness in Coreference Resolution

NS Moosavi - 2020 - archiv.ub.uni-heidelberg.de
Coreference resolution is the task of determining different expressions of a text that refer to
the same entity. The resolution of coreferring expressions is an essential step for automatic …

Structured learning with latent trees: A joint approach to coreference resolution

E Lassalle - 2015 - inria.hal.science
Résumé This thesis explores ways to define automated coreference resolution systems by
using structured machine learning techniques. We design supervised models that learn to …