SteveKGYang

MentalLLaMA. This repository introduces MentaLLaMA, the first open-source instruction following large language model for interpretable mental health analysis.

LDA-based-Keyword-Extraction. 复现了论文《基于主题模型的短文本关键词抽取及扩展》的代码

SCCL. Pytorch code for TAC accepted paper: "Cluster-Level Contrastive Learning for Emotion Recognition in Conversations"

MetaAligner. Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models

Random-Sample-over-Join-Revisit. Implementation of paper: Random Sample over Join Revisit, SIGMOD 2018

VAD-VAE. PyTorch code for IEEE TAC accepted paper: "Disentangled Variational Autoencoder for Emotion Recognition in Conversations".

BHG. Code for the CIKM 2023 accepted paper: A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge.

JFK-Flight-Taxi-Data. 参加2019年数模国赛，从网上获得了2015年全年全美飞机起飞降落数据，我们从中筛选了关于降落在纽约JFK机场的所有数据。获得2015年和2018年全纽约市的出租车数据，并从中获得所有从JFK机场出发的记录。

SePO. Code and models for the paper: Selective Preference Optimization via Token-Level Reward Function Estimation

Megatron-LM. Ongoing research training transformer models at scale