Browsing UoM Conferences by Subject "NLP"

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  • ACTSEA : annotated corpus for Tamil & Sinhala emotion analysis 
    Jenarthanan, R; Senarath, Y; Thayasivam, U [Conference-Abstract]
    The purpose of text emotion analysis is to detect and recognize the classification of feeling expressed in text. In recent years, there has been an increase in text emotion analysis studies for English language since ...
  • AIEPmora an NLP Knowledge Representation and Retrieval Platform 
    Maha Arachchi, AI; Attanayake, AMSSAUB; Phillips, GLL; Vithanagama, S [Conference-Full-text]
    This paper discusses AIEPmora; a natural language processing system designed to maintain a conversation with a human user. The architecture is much similar to an automated chat bots with several overhauls to integrate ...
  • A deep learning ensemble hate speech detection approach for sinhala tweets 
    Munasinghe, S; Thayasivam, U [Conference-Full-text]
    We live in an era where social media platforms play a key role in society. These platforms support most of the native languages and this has enabled people to express their opinions conveniently. Also, it is very common ...
  • Erroff: a tool to identify and correct real-word errors in sinhala documents 
    Sudesh, P; Dashintha, D; Lakshan, R; Dias, G [Conference-Full-text]
    Sinhala is a low-resource Indo-Aryan language used by approximately 16 million people, mainly in Sri Lanka. Because of the complexity of the Sinhala language, detection of spelling errors is not so easy. A real-word error ...
  • Heuristics-based sql query generation engine 
    Sugandhika, C; Ahangama, S [Conference-Full-text]
    A database is one of the prime media to store data. Most of the time, relational databases are preferred over other databases due to their ability to represent complex relationships between data. Languages like Structured ...
  • Information extraction from Sri Lankan job advertisements via rule-based approach 
    Bandara, RMHD; Gunasekara, HASS; Peiris, WADS; Wijekoon, WMHC; De Silva, TS; Hewawalpita, SGS; Rathnayake, HMSC [Conference-Full-text]
    One of the major problems in the Sri Lankan labour market is the lack of availability of demand side information. This lack of information has created a gap between supply and demand of labour. Job advertisements provide ...
  • Itconnect : real-time personalized job posting platform for it professionals 
    Karunanayake, KRDSK; Chandrawansa, KTM; Gunatilleke, ICT; Menuranga, KYDB; Gawesha, A; Manathunga, K [Conference-Full-text]
    This study offers an innovative job platform created especially for IT professionals in Sri Lanka to address pressing issues in the IT job market. The platform focuses on four main challenges: identifying fake job ...
  • Kb context switching algorithm for nlp 
    Attanayake, AMSSAUB [Conference-Full-text]
    Those who develop Natural Language Processing (NLP) systems sometimes find it convenient to develop several representations of knowledge. Especially in question and answer generating machines it is more logical to have ...
  • Kidland: an augmented reality-based approach for smart ordering for toy store 
    Wijayalath, WMCD; Ranasinghe, RMTT; Kumari, S; Thennakoon, MTH; Vithanage, HD; Chandrasiri, S [Conference-Full-text]
    Augmented reality (AR) is an iconic topic that can be applied in different domains in modern world technology. With the rapid development of technologies, eCommerce (Online Shopping) has become closer to human life. As a ...
  • Layout aware resume parsing using nlp and rule-based techniques 
    Warusawithana, SP; Perera, NN; Weerasinghe, RL; Hindakaraldeniya, TM; Ganegoda, GU [Conference-Full-text]
    As a result of the rapid development seen in the field of IT, there has been a surge in the number of students choosing IT field related degrees in recent years When those students try to secure job a better fob position ...
  • Resume content scoring and improvement suggestions using nlp and rule-based techniques 
    Weerasinghe, RL; Perera, NN; Warusawithana, SP; Hindakaraldeniya, TM; Ganegoda, GU [Conference-Full-text]
    Having a proper resume is very important for undergraduates or fresh graduates to find their dream job. But most of them find it difficult to prepare their resume properly by themselves. It often needs a third party to ...
  • Sentiment analysis of tamil-english code-switched text on social media using sub-word level lstm 
    Raveendirarasa, V; Amalraj, CRJ [Conference-Full-text]
    Social media are the ultimate platforms to express the opinion and to facilitate the creation and sharing of information, ideas, career interests and other forms of expression via virtual communities and networks. Analysing ...
  • Speech document summarization using neural network 
    Balasundaram, K; Amalraj, CRJ [Conference-Full-text]
    Text summarization is important to reduce content overloaded. Our aim of the automatic text summarization is extract the main content from the speech in a meeting or conference for the document purpose. It is difficult to ...
  • Word level language identification of code mixing text in social media using nlp 
    Shanmugalingam, K; Sumathipala, S; Premachandra, C [Conference-Full-text]
    Understanding social media contents has been a primary research topic since the dawn of social networking. Especially, contextual understanding of the noisy text, which is characterized by a high percentage of spelling ...