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  • 👋 Hi, I’m Laurie
  • 👀 I’m interested in recommendation/NLP/LLM

Laurie's Projects

collm icon collm

The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".

ctrl icon ctrl

Conditional Transformer Language Model for Controllable Generation

generative-recommenders icon generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

happinessplains icon happinessplains

Vast Fields" uses zero-shot learning to analyze happiness data from Douban Groups. We classify happiness into Hedonic and Eudaimonic types using a dataset of positive daily events. Models like SVM, Random Forest, GBDT, and XG-Boost are employed for further analysis, showcasing zero-shot learning in social science research.

llamarec icon llamarec

[PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

rag-retrieval icon rag-retrieval

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder

recmodel icon recmodel

用于复线推荐系统中的经典算法

redbird-chatroom icon redbird-chatroom

Redbird-chatroom is a real-time web-based chat application designed for seamless communication. It offers features such as public and private chat rooms, user authentication, live messaging, and support for multimedia messages. Built with a modern tech stack, it aims to provide a user-friendly interface for efficient online interaction.

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