81 |
Dynamic Extension of ASR Lexicon Using Wikipedia Data
|
|
|
|
In: IEEE Workshop on Spoken and Language Technology (SLT) ; https://hal.archives-ouvertes.fr/hal-01874495 ; IEEE Workshop on Spoken and Language Technology (SLT), Dec 2018, Athènes, Greece (2018)
|
|
BASE
|
|
Show details
|
|
82 |
Categorization of B2B Service Offers: Lessons learnt from the Silex Use case
|
|
|
|
In: 4ème conférence sur les Applications Pratiques de l'Intelligence Artificielle APIA2018 ; https://hal.archives-ouvertes.fr/hal-01830905 ; 4ème conférence sur les Applications Pratiques de l'Intelligence Artificielle APIA2018, Jul 2018, Nancy, France (2018)
|
|
BASE
|
|
Show details
|
|
83 |
Facing the facts of fake: a distributional semantics and corpus annotation approach
|
|
|
|
In: ISSN: 2197-2796 ; Yearbook of the German Cognitive Linguistics Association ; https://hal.archives-ouvertes.fr/hal-01959609 ; Yearbook of the German Cognitive Linguistics Association, De Gruyter, 2018, 6 (9-42) (2018)
|
|
BASE
|
|
Show details
|
|
84 |
Building and evaluating resources for sentiment analysis in the Greek language
|
|
|
|
In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03382985 ; Language Resources and Evaluation, Springer Verlag, 2018, 52 (4), pp.1021-1044. ⟨10.1007/s10579-018-9420-4⟩ (2018)
|
|
BASE
|
|
Show details
|
|
85 |
Exploration par apprentissage de discussions de personnes en détresse psychologique
|
|
|
|
In: 29es Journées Francophones d'Ingénierie des Connaissances, IC 2018 ; https://hal.archives-ouvertes.fr/hal-01839561 ; 29es Journées Francophones d'Ingénierie des Connaissances, IC 2018, Jul 2018, Nancy, France. pp.95-102 ; http://pfia2018.loria.fr/ (2018)
|
|
BASE
|
|
Show details
|
|
86 |
Unsupervised Creation of Normalisation Dictionaries for Micro-Blogs in Arabic, French and English
|
|
|
|
In: 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018) ; https://hal.archives-ouvertes.fr/hal-01795348 ; 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), Mar 2018, Hanoi, Vietnam (2018)
|
|
BASE
|
|
Show details
|
|
87 |
Unsupervised Creation of Normalization Dictionaries for Micro-Blogs in Arabic, French and English
|
|
|
|
In: ISSN: 1405-5546 ; EISSN: 2007-9737 ; Computación y sistemas ; https://hal.archives-ouvertes.fr/hal-01958675 ; Computación y sistemas, Instituto Politécnico Nacional IPN Centro de Investigación en Computación, 2018, 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), 22 (3), pp.729-737. ⟨10.13053/CyS-22-3-3034⟩ ; https://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/3034/2514 (2018)
|
|
Abstract:
International audience ; Text normalization is a necessity to correct and make more sense of the micro-blogs messages, for information retrieval purposes. Unfortunately, tools and resources of text normalization are rarely shared. In this paper, an approach is presented based on an unsupervised method for text normalization using distributed representations of words, known also as "word embedding", applied on Arabic, French and English Languages. In addition, a tool will be supplied to create dictionaries for micro-blogs normalization, in a form of pairs of misspelled word with its standard-form word, in the languages: Arabic, French and English. The tool will be available as open source 1 including the resources: word embedding's models (with vocabulary size of 9 million words for Arabic language model, 5 million words for English language model and 683 thousand words for French language model), and also three normalization dictionaries of 10 thousand pairs in Arabic language, 3 thousand pairs in French language and 18 thousand pairs in English language. The evaluation of the tool shows an average in Normalization success of 96% for English language, 89.5% for Arabic Language and 85% for French Language. Also, the results of using an English language normalization dictionary with a sentiment analysis tool for micro-blog's messages, show an increase in f-measure from 58.15 to 59.56.
|
|
Keyword:
[INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [INFO.INFO-WB]Computer Science [cs]/Web; Arabic; dictionaries; French; micro-blogs; multilingual; Normalization; unsupervised; word embedding
|
|
URL: https://hal.archives-ouvertes.fr/hal-01958675/file/3034-6072-1-PB.pdf https://doi.org/10.13053/CyS-22-3-3034 https://hal.archives-ouvertes.fr/hal-01958675/document https://hal.archives-ouvertes.fr/hal-01958675
|
|
BASE
|
|
Hide details
|
|
88 |
Word Embeddings for Wine Recommender Systems Using Vocabularies of Experts and Consumers
|
|
|
|
In: ISSN: 2199-188X ; Open Journal of Web Technologies ; https://halshs.archives-ouvertes.fr/halshs-01872273 ; Open Journal of Web Technologies, RonPub, 2018, Special Issue: Proceedings of the International Workshop on Web Data Processing & Reasoning (WDPAR 2018) in conjunction with the 41st German Conference on Artificial Intelligence, 5 (1), pp.23-30 ; https://www.ronpub.com/ojwt/OJWT_2018v5i1n04_Cruz.html (2018)
|
|
BASE
|
|
Show details
|
|
91 |
A Framework to Understand Emoji Meaning: Similarity and Sense Disambiguation of Emoji using EmojiNet
|
|
|
|
In: http://rave.ohiolink.edu/etdc/view?acc_num=wright1547506375922938 (2018)
|
|
BASE
|
|
Show details
|
|
92 |
A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter
|
|
|
|
BASE
|
|
Show details
|
|
93 |
An Empirical Study of Word Embedding Dimensionality Reduction ...
|
|
|
|
BASE
|
|
Show details
|
|
94 |
An Empirical Study of Word Embedding Dimensionality Reduction ...
|
|
|
|
BASE
|
|
Show details
|
|
95 |
Sparse distributed representations as word embeddings for language understanding
|
|
|
|
BASE
|
|
Show details
|
|
96 |
The Effect of Data Quantity on Dialog System Input Classification Models ; Datamängdens effekt på modeller för avsiktsklassificering i chattkonversationer
|
|
|
|
BASE
|
|
Show details
|
|
97 |
Bidirectional Recurrent Neural Network Approach for Arabic Named Entity Recognition
|
|
|
|
In: Future Internet ; Volume 10 ; Issue 12 (2018)
|
|
BASE
|
|
Show details
|
|
98 |
An Integrated Graph Model for Document Summarization
|
|
|
|
In: Information ; Volume 9 ; Issue 9 (2018)
|
|
BASE
|
|
Show details
|
|
99 |
Combining Word Embedding and Knowledge-Based Topic Modeling for Entity Summarization
|
|
|
|
In: Computer Science Faculty Publications (2018)
|
|
BASE
|
|
Show details
|
|
100 |
Παράσταση γλωσσολογικού συναισθηματικού περιεχομένου με χρήση υπολογιστικής νοημοσύνης ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|