[PDF][PDF] EM works for pronoun anaphora resolution

E Charniak, M Elsner - Proceedings of the 12th Conference of the …, 2009 - aclanthology.org
We present an algorithm for pronounanaphora (in English) that uses Expectation
Maximization (EM) to learn virtually all of its parameters in an unsupervised fashion. While …

Signed coreference resolution

K Yin, K DeHaan, M Alikhani - Proceedings of the 2021 …, 2021 - aclanthology.org
Coreference resolution is key to many natural language processing tasks and yet has been
relatively unexplored in Sign Language Processing. In signed languages, space is primarily …

Arabic words clustering by using K-means algorithm

DS Al-Azzawy, FML Al-Rufaye - 2017 Annual Conference on …, 2017 - ieeexplore.ieee.org
These We mean by the clustering is a technique to divide the text into clusters of words, so
that words in the same cluster are similar to each other. As humans we can have significant …

[PDF][PDF] Multigraph clustering for unsupervised coreference resolution

S Martschat - 51st Annual Meeting of the Association for …, 2013 - aclanthology.org
Multigraph Clustering for Unsupervised Coreference Resolution Page 1 Proceedings of the ACL
Student Research Workshop, pages 81–88, Sofia, Bulgaria, August 4-9 2013. c 2013 …

Fuzzy clustering for topic analysis and summarization of document collections

R Witte, S Bergler - Advances in Artificial Intelligence: 20th Conference of …, 2007 - Springer
Large document collections, such as those delivered by Internet search engines, are difficult
and time-consuming for users to read and analyse. The detection of common and distinctive …

[PDF][PDF] A clustering approach for unsupervised Chinese coreference resolution

C Wang, G Ngai - Proceedings of the Fifth SIGHAN Workshop on …, 2006 - aclanthology.org
Coreference resolution is the process of identifying expressions that refer to the same entity.
This paper presents a clustering algorithm for unsupervised Chinese coreference resolution …

[PDF][PDF] A knowledge-based approach for unsupervised Chinese coreference resolution

G Ngai, CS Wang - … & Chinese Language Processing, Volume 12 …, 2007 - aclanthology.org
Coreference resolution is the process of determining the entity that noun phrases refer to. A
great deal of research has been done on this task in English, using approaches ranging …

Arabic text mining based on clustering and coreference resolution

S Mahmood, FML Al-Rufaye - 2017 International Conference …, 2017 - ieeexplore.ieee.org
Text mining discover and extract useful information from documents, whenever increase the
size and number documents leads to redouble features. The huge features for the …

Unsupervised coreference resolution by utilizing the most informative relations

NS Moosavi, M Strube - Proceedings of COLING 2014, the …, 2014 - eprints.whiterose.ac.uk
In this paper we present a novel method for unsupervised coreference resolution. We
introduce a precision-oriented inference method that scores a candidate entity of a mention …

Toolkit for automatic analysis of chat conversations

A Gainaru, SD Dumitrescu… - 2010 8th International …, 2010 - ieeexplore.ieee.org
Text-based tools, such as instant messaging, forums or blogs enable online collaboration in
communities all over the world. Data sources that are more conversational in nature tend to …