natural-language-processing

Interpret text data with LLMs (sklearn compatible).

A tool that transforms audio or video files into text transcripts and generates concise meeting minutes. Stay organized and efficient in your meetings, and get ready for Phase 2 where we'll be open for contributions to enable real-time meeting transcription!

This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.org/abs/2404.12390 [ECCV 2024]

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Abstractive Text Summarization using Transformer

An overview of the AI-as-a-service landscape

An open-source no-code tool for teams to collaborate on building, evaluating, and hosting applications leveraging GPT and other large language models. You could easily build and share LLM-powered apps, manage your budget and run batch jobs.

Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper

A Greek edition of BERT pre-trained language model

This is an advanced Python tool that empowers you to effortlessly draft customizable PowerPoint slides using the Generative Pre-trained Transformer (GPT) of your choice. Leveraging the capabilities of Large Language Models (LLM), odin-slides enables you to turn the lengthiest Word documents into well organized presentations.

A Framework for Textual Entailment based Zero Shot text classification

Convert the given plain text to MySQL query by ChatGPT

[EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

Learn Generative AI with PyTorch (Manning Publications, 2024)

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

<트랜스포머를 활용한 자연어 처리> 예제 코드를 위한 저장소입니다.

Code for Editing Factual Knowledge in Language Models

Collection of NLP model explanations and accompanying analysis tools

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

An repository containing all the LLM notebooks with tutorial and projects