A Chat Moderation Bot for Discord
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Updated
Nov 7, 2021 - Python
A Chat Moderation Bot for Discord
An approach to extracting and summarizing key infrastructure and community impact information from wind disaster reconnaissance reports using Zero-shot text classification with BART-large models, highlighted by keywords.
The goal here is to develop a simple mock web app book library for demonstrating a possible use of AI for aiding users
LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings
Comparing zero-shot and fine-tuned text classification transformer models across different review datasets
Generalized Zero-Shot Character Recognition
Trying out with HuggingFace Models
Applying zero-shot learning on classification task.
Exploring fast & accurate zero-shot text classification
Various NLP tasks for Global Health Analysis, including an automatic Named Entity Recognition (NER) pipeline to annotate Global Digital Health Documents.
FastViT base model for use with Autodistill.
CS410 Tech Review - X-Class for classifying biology papers with biomimicry functions
2022 Silicon Valley Internship (IT23)
To check the frequency of an entity from the data and to classify the data in terms of negative and positive with their polarity scores.
We propose a novel method of fine-tuning the model for a particular downstream task, which proves to be more efficient and generalizable. We show that in an example of a fake news detection task, utilizing three distinct datasets and outperforming the baseline model in both the same dataset and cross-dataset zero-shot test.
A GPT-based Intent classifier service that can be used to provide inferencing via HTTP with FastAPI
An sample webapplication that showcases the capabilites of a Zero Shot Text Classification model.
Writing your beancount files with AI!
How to use Zero-Shot Learning for Text Classification
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