Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a Stance Detection task using Gemma-2-9B-Instruct
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Updated
Sep 6, 2024 - Python
Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a Stance Detection task using Gemma-2-9B-Instruct
Analyzing and scoring reasoning traces of LLMs
Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a sentence pair classification task using Mistral-7B and Llama3-8B
[ACL2024] Exploring the Potential of Large Language Models in Computational Argumentation
Code and data for the PragTag-2023 Shared Task
A CLI client to mine arguments and their relations from social media posts
Welcome to the Framework for Mining Arguments repository! This project aims to provide a comprehensive framework for mining arguments from textual data.
The code for my bachelor's thesis "Multi-Task Argument Mining"
Evaluating the robustness of machine learning models for the NLP task of argument mining
Arguebuf is a format defined with Protocol Buffers to encode structured argument graphs.
Deep Learning architectures for solving argument mining tasks.
This repository contains the annotation framework, dataset and code used for the resource paper "TACO -- Twitter Arguments from COnversations".
Code for my thesis about SHAP. Implementation of DecisionTree, SVM, BERT on 2 Datasets Imdb and Argument Mining
Multimodal Fallacy Classification in Political Debates: Dataset and Experiments.
Machine Learning scripts for the identification of human values behind arguments.
Implementation of the Paper "Towards an Automated Argument Mining Pipeline to Transform Plain Text to Argument Graphs"
Evidence graphs for parsing argumentation structure
This repository contains the code used for the method paper "BERTweet’s TACO Fiesta: Contrasting Flavors On The Path Of Inference And Information-Driven Argument Mining On Twitter".
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