topic-modeling

Topic Modelling for Humans

Machine learning, in numpy

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Beautiful visualizations of how language differs among document types.

TopicGPT: A Prompt-Based Framework for Topic Modeling [NAACL'24]

🗺️ Data Cleaning and Textual Data Visualization 🗺️

Conversational text Analysis using various NLP techniques

A Framework for Textual Entailment based Zero Shot text classification

Robust and fast topic models with sentence-transformers.

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Tutorials and my solutions to the Udacity NLP Nanodegree

Callytics is an advanced call analytics solution that leverages speech recognition and large language models (LLMs) technologies to analyze phone conversations from customer service and call centers.

Experiments with Hugging Face 🔬 🤗

Summarization, topic generation using GPT3

LLM-adaptive embeddings (Zero-shot / LoRA) with Generative Topic Modeling & Agent-based workflow for social science text mining

[ACL 2023] VSTAR is a multimodal dialogue dataset with scene and topic transition information

Multimodal and multilingual topic model with pretrained embeddings

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics