GROUP 4. This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.

🚇 Archive of daily ridership data from BART.

This project demonstrates text summarization using the BART (Bidirectional and Auto-Regressive Transformers) model. BART is a transformer model trained as a denoising autoencoder and is effective for text generation tasks such as summarization.

Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

Fine-Tuned LLM-Based FAQ Generation for University Admissions: A project involving the fine-tuning of state-of-the-art language models, including LLaMA-3 8b, LLaMA-2 7b, Mistral 7b, T5, and BART, leveraging QLoRA PEFT.

We examine whether LLMs can maintain consistency over extended multiple text generation for 10 medical personas. We propose 5 novel plausibility metrics, and propose an ontology of common LLM errors.

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。

This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.

Point-and-click bartCause analysis and causal inference education

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

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Boundary Banter is a project focused on automating the generation of cricket news from live text commentary using advanced Natural Language Processing (NLP) techniques.

Our BART-based Natural Language Processing model, generating answerable open questions. Made for a Language Technology Practical course.

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

This project aims to simplify and summarize scientific data , convert it to a audio format as a podcast , and create a power point presentation from the paper. This helps researchers, academics and students altogether.

Thesis 5-pager Summarizer

Instruction fine tuning BART for Dialogue Summarization | IT4772E | NLP Project 20232

BrainHack 2024 competition repository for the TIL-AI category in the Novice track for Team dingdongs.

Document Summarizer using NLP and LLMs. BART model is used.