deberta

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Unattended Lightweight Text Classifiers with LLM Embeddings

🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)

DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation

Build a Large Language Model (From Scratch) book and Finetuned Models

Our EMNLP 2022 paper on MCQA

금융 도메인에 특화된 한국어 임베딩 모델

The implementation of DeBERTaV3-based commonsense question answering on CommonsenseQA.

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

Key Point Analysis: implementation of two-component system for performing Key Point Matching and Key Point Generation task with multiple PLMs.

Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task

Implementing science-related multiple-choice question answering based on LLMs and RAG.

The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.

Deberta implementation at Cross-Domain Sentiment Classification With Bidirectional Contextualized Transformer Language Models

Classification of medical texts to differentiate between human medical and veterinary subjects.

Scraping paper data, preprocessed and trained using BERT variants, deployment and an integration to website

Finetuning Large Language Models

Can you spot automatically generated scientific excerpts?

Backbone: 5 x DeBerta and Head: Rapids SVR