The programming environment »Open Roberta Lab« by Fraunhofer IAIS enables children and adolescents to program robots. A variety of different programming blocks are provided to program motors and sensors of the robot. Open Roberta Lab uses an approach of graphical programming so that beginners can seamlessly start coding. As a cloud-based applica…

news-please - an integrated web crawler and information extractor for news that just works

Sentiment analysis with pre-trained language models using TweetEval.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

This repository contains a project focused on performing sentiment analysis on the Amazon Fine Food Reviews dataset. The goal is to analyze customer reviews to determine their sentiment, whether positive or negative, and to gain insights into customer opinions to improve product offerings.

Run and train Transformer based Large Language Models (LLMS) natively in .NET using TorchSharp

Multilingual sentiment analysis and intent classification in Romanian, Bachelors thesis

The Role of Model Architecture and Scale in Predicting Molecular Properties: Insights from Fine-Tuning RoBERTa, BART, and LLaMA

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.

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Simple and Lightweight Text Classifiers with LLM Embeddings

Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data

2020 - [RoBERTa, BiLSTM, SageMaker] Experiments with NER

bert text classification using onnx of(bert,albert,roberta,macbert and so on).

Chinese Offensive Language Detection using onnx model

Stylometry approach detecting writing patterns and changings using NLTK, XML-roBERTa, Gensim topic modelling and unsupervised-PCA learning

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Human Language Technologies (HLT) project. Computer Science Master Degree, University of Pisa. A.Y 2023/2024

Word embeddings are very useful representations of words that can represent semantic information. This project trains some Word2Vec embeddings, uses RoBERTa (and other embeddings) for semantic text similarity and also does text classifcation

[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference