papers.md

Persian Natural Processing Papers

Table Of Contents

• Sentiment
• Opinion Mining
• Text Classification
• Semantic Similarity
• Question Answering
• MISC

Sentiment

• Presenting A Sentiment Analysis System Using Deep Learning Models On Persian Texts (In Persian)
• DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
• Sentiment Analysis Challenges in Persian Language
• Sentiment analysis using deep learning on Persian texts (PDF Link)
• Deep Learning-based Sentiment Analysis in Persian Language
• The Impact of Active Learning Algorithm on a Cross-lingual model in a Persian Sentiment Task
• Sentiment Analysis of Persian Instagram Post: a Multimodal Deep Learning Approach

Opinion Mining

• Persian Opinion Mining:A Networked Analysis Approach

Text Classification

• Using ParsBert on Augmented Data for Persian News Classification

Semantic Similarity

• Designing a Deep Neural Network Model for Finding Semantic Similarity Between Short Persian Texts Using a Parallel Corpus
• A method Based on an Attention Mechanism to Measure the Similarity of two Sentences

Question Answering

• ParSQuAD: Machine Translated SQuAD dataset for Persian Question Answering

MISC

• Comparative Study of Various Persian Stemmers in the Field of Information Retrieval
• On the Importance of Ezafe Construction in Persian Parsing
• A New Hybrid Stemming Method for Persian Language (link2)
• LSCP: Enhanced Large Scale Colloquial Persian Language Understanding
• COPER: a Query-Adaptable Semantics-based Search Engine for Persian COVID-19 Articles
• Semi Automatic Detection of Persian Stopwords using FastText Library
• Abusive Words Detection in Persian Tweets using Machine Learning and Deep Learning Techniques