Automatic topic modelling using minimal external input and computational resources
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Updated
Aug 12, 2024 - Python
Automatic topic modelling using minimal external input and computational resources
Mapping videos and predefined stereotypes using word embeddings
In this project, three different models based on GAT, GCN and SAGE have been implemented to examine their performance on two prominent social networking platforms, namely Twitter and Reddit.
Automated WikiGame-playing 'bot'. Achieved via SentenceTransformer Word Embeddings.
RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
My very first NLP project where I utilized all the concepts I learned of the topic.
MatWISE:A multi-tiered framework designed for material discovery
Code for implementation of word embeddings from scratch in python using Frequency-based Embedding(Co-occurrence Matrix method) and Prediction-based Embedding method(Word2vec method)
We use reinforcement learning to study how language can be used as a tool for agents to accomplish tasks in their environment, and show that structure in the evolved language emerges naturally through iterated learning, leading to the development of compositional language for describing and generalising about unseen objects.
This project aims to implement the Transformer Encoder blocks using various Positional Encoding methods.
Word2Whatever: An improvement of shallow word embeddings to challenge deep ones! Deep learning is not always the solution!
A movies Recommender system based on NLP Techniques (WordEmbedding)
This is final project of Information Retrieval course which is implementation of a search engine
This project aims to implement the Scaled-Dot-Product Attention layer and the Multi-Head Attention layer using various Positional Encoding methods.
This project aims to implement LSTM and GRU.
This project aims to implement the charCNN word embedding method that is leveraged in ELMo and characterBERT.
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