AIbase
EN
Home
WASSA2024 EmpathyDetection Chinchunmei EXP305
W

WASSA2024 EmpathyDetection Chinchunmei EXP305

Developed by RicardoLee
A model fine-tuned based on LLama3-8B-instruct, specifically designed for the WASSA2024 empathy detection task
Large Language Model
Transformers
 English#Empathy Detection#LoRA Fine-tuning#Multi-task Sentiment Analysis
Downloads 163
Release Time : 4/25/2025

Model Overview

This model is optimized for the empathy detection tasks in WASSA2024 tracks 1, 2, and 3, using the LoRA training method, supporting standard prediction, role-playing, and contrastive supervised fine-tuning templates

Model Features

LoRA Fine-tuning
Utilizes Low-Rank Adaptation (LoRA) for efficient fine-tuning, reducing training costs
Multi-task Support
Optimized for the three WASSA2024 track tasks, supporting various empathy detection scenarios
Role-playing Capability
Enhances the model's empathy understanding and expression through role-playing templates

Model Capabilities

Text Understanding
Empathy Scoring
Sentiment Analysis
Role-playing Dialogue

Use Cases

Mental Health
Empathy Ability Assessment
Evaluates the level of empathy demonstrated in text
Provides standardized empathy scores
Education
Empathy Training Assistance
Helps students practice empathy expression through role-playing
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
EnglishįŽ€äŊ“中文įšéĢ”中文ãĢãģんご
Š 2025AIbase