DE eng

Search in the Catalogues and Directories

Hits 1 – 9 of 9

1
Multi-sense embeddings through a word sense disambiguation process ...
BASE
Show details
2
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
BASE
Show details
3
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
BASE
Show details
4
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
BASE
Show details
5
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
BASE
Show details
6
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
Abstract: Identifying cross-language plagiarism is challenging, especially for distant language pairs and sense-for-sense translations. We introduce the new multilingual retrieval model Cross-Language Ontology-Based Similarity Analysis (CL-OSA) for this task. CL-OSA represents documents as entity vectors obtained from the open knowledge graph Wikidata. Opposed to other methods, CL-OSA does not require computationally expensive machine translation, nor pre-training using comparable or parallel corpora. It reliably disambiguates homonyms and scales to allow its application to Web-scale document collections. We show that CL-OSA outperforms state-of-the-art methods for retrieving candidate documents from five large, topically diverse test corpora that include distant language pairs like Japanese-English. For identifying cross-language plagiarism at the character level, CL-OSA primarily improves the detection of sense-for-sense translations. For these challenging cases, CL-OSA's performance in terms of the well-established ...
Keyword: 80107 Natural Language Processing; FOS Computer and information sciences
URL: https://dx.doi.org/10.6084/m9.figshare.17212340.v3
https://figshare.com/articles/preprint/Detecting_Cross-Language_Plagiarism_using_Open_Knowledge_Graphs/17212340/3
BASE
Hide details
7
Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
BASE
Show details
8
Incorporating Word Sense Disambiguation in Neural Language Models ...
BASE
Show details
9
Enhanced word embeddings using multi-semantic representation through lexical chains ...
BASE
Show details

Catalogues
0
0
0
0
0
0
0
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
9
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern