AaronHeee / LLMs-as-Zero-Shot-Conversational-RecSys
Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.
☆72Updated last year
Alternatives and similar repositories for LLMs-as-Zero-Shot-Conversational-RecSys:
Users that are interested in LLMs-as-Zero-Shot-Conversational-RecSys are comparing it to the libraries listed below
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆47Updated last year
- ☆59Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆73Updated last week
- JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions☆28Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated last year
- ☆79Updated 5 months ago
- UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆25Updated last year
- The implementation for the Recsys paper: Towards Empathetic Conversational Recommender System☆15Updated 5 months ago
- ☆40Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆39Updated 6 months ago
- [CIKM 2023] This is the code repo for our CIKM‘23 paper "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases".☆36Updated 11 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆71Updated last year
- ☆24Updated last year
- [KDD22] Official PyTorch implementation for "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning".☆26Updated last month
- ☆21Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆45Updated 11 months ago
- ☆16Updated 2 years ago
- code for EACL2024-main:Generative Dense Retrieval: Memory Can Be a Burden☆24Updated last year
- ☆61Updated last year
- [KDD22] Official PyTorch implementation for "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning".☆84Updated last month
- ☆21Updated 10 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆41Updated 3 weeks ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆86Updated last year
- Recommender systems with large language models (Paper list)☆57Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆132Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆32Updated last month
- How to Index Item IDs for Recommendation Foundation Models☆64Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆109Updated 9 months ago
- ACL'21 Oral, Personalized Transformer for Explainable Recommendation☆88Updated 3 weeks ago
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆11Updated last month