A summarization website that can generate summaries from either YouTube videos or PDF files.

Longformer model trained on HotpotQA

Focus - Understanding contextual retrievability.

An attempt of creating a model and pipeline for retrieving italian legal documents given a prompt from the user.

Factuality check of the SemRep Predications

A WebApp to summarize research papers using HuggingFace Transformers.

Training and inference code for the claim veracity checker built on Longformer-4096 tuned to PUBHEALTH

A hyperpartisan news article classification system using BERT-based techniques. The goal was to leverage state-of-the-art transformer models like BERT, ROBERTa, and Longformer to accurately classify news articles as hyperpartisan or non-hyperpartisan.

Project as part of COMP34812: Natural Language Understanding

Fine-tuned Longformer for Summarization of Machine Learning Articles

Kaggle NLP competition - Top 2% solution (36/2060)

This project applies the Longformer model to sentiment analysis using the IMDB movie review dataset. The Longformer model, introduced in "Longformer: The Long-Document Transformer," tackles long document processing with sliding-window and global attention mechanisms. The implementation leverages PyTorch, following the paper's architecture

Industrial Text Scoring using Multimodal Deep Natural Language Processing 🚀 | Code for IEA AIE 2022 paper

This GitHub repository implements a novel approach for detecting Initial Public Offering (IPO) underpricing using pre-trained Transformers. The models, extended to handle large S-1 filings, leverage both textual information and financial indicators, outperforming traditional machine learning methods.

[제 13회 투빅스 컨퍼런스] YoYAK - Yes or Yes, Attention with gap-sentence for Korean long sequence

using transformers to do text classification.

Convert pretrained RoBerta models to various long-document transformer models

Longformer Encoder Decoder model for the legal domain, trained for long document abstractive summarization task.

2020 AI研习社 金融用户评论分类