A deep learning sentiment analyser for social media comments in low-resource languages

Z Kastrati, L Ahmedi, A Kurti, F Kadriu, D Murtezaj… - Electronics, 2021 - mdpi.com
During the pandemic, when people needed to physically distance, social media platforms
have been one of the outlets where people expressed their opinions, thoughts, sentiments …

Deteksi Kondisi Emosi pada Media Sosial Menggunakan Pendekatan Leksikon dan Natural Language Processing

AN Rohman, E Utami… - Jurnal Eksplora …, 2019 - eksplora.stikom-bali.ac.id
Emosi memenuhi kehidupan manusia setiap waktu. Emosi mempengaruhi hubungan sosial,
ingatan dan bahkan dalam pengambilan keputusan. Saat ini, orang cenderung …

[HTML][HTML] Human-annotated dataset for social media sentiment analysis for Albanian language

F Kadriu, D Murtezaj, F Gashi, L Ahmedi, A Kurti… - Data in Brief, 2022 - Elsevier
Social media was a heavily used platform by people in different countries to express their
opinions about different crises, especially during the Covid-19 pandemics. This dataset is …

Sentiment polarity and emotion detection from tweets using distant supervision and deep learning models

M Kastrati, M Biba, AS Imran, Z Kastrati - International Symposium on …, 2022 - Springer
Automatic text-based sentiment analysis and emotion detection on social media platforms
has gained tremendous popularity recently due to its widespread application reach, despite …

[HTML][HTML] Sentiment analysis on social media for Albanian language

R Vasili, E Xhina, I Ninka, D Terpo - Open Access Library Journal, 2021 - scirp.org
The recent advances in technology and particularly, the rising prominence of social media
platforms have made it possible to express our emotions through electronic means, which …

[PDF][PDF] Natural language processing for Albanian: a state-of-the-art survey

M Kastrati, M Biba - Int. J. Electr. Comput. Eng.(IJECE), 2022 - academia.edu
Due to its wide applicability, natural language processing (NLP) has attracted significant
research efforts to the machine learning and deep learning research community. Despite …

Mining emotion-aware sequential rules at user-level from micro-blogs

MP Skenduli, M Biba, C Loglisci, M Ceci… - Journal of Intelligent …, 2021 - Springer
Social Media have enabled users to keep inter-personal relationships, but also to voice
personal sensations, emotions and feelings. The recent literature reports on the potential of …

Question Classification for Albanian Language: An Annotated Corpus and Classification Models

N Kote, E Trandafili, G Plepi - … Conference on P2P, Parallel, Grid, Cloud …, 2022 - Springer
Question classification has an important role in Question Answering systems by determining
the expectation for the correct answer to the question. The question classification system …

Employing a Seq2Seq Model for Spelling Correction in Albanian Language

E Trandafili, A Haveriku, A Bendo - … International Conference on …, 2022 - ieeexplore.ieee.org
In this paper we present a model which detects and corrects spelling mistakes in Albanian
language. Most of the available literature and published papers discuss the implementation …

[ΑΝΑΦΟΡΑ][C] Speech Emotion Recognition (SER) dengan Metode Bidirectional LSTM

M Maryamah… - PROSIDING …, 2023 - prosiding-senada.upnjatim.ac.id
Emosi merupakan bagian tak terpisahkan dari setiap manusia sebagai bentuk respon
terhadap suatu peristiwa yang dialami. Analisis emosi atau dikenal dengan speech emotion …