PeterGriffinJin / LMIndexer
Language Models as Semantic Indexers (ICML 2024)
☆23Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for LMIndexer
- [NeurIPS 2023] Model-enhanced Vector Index☆21Updated 6 months ago
- code for EACL2024-main:Generative Dense Retrieval: Memory Can Be a Burden☆19Updated 9 months ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆51Updated 6 months ago
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆42Updated last week
- Towards LLM-RecSys Alignment with Textual ID Learning☆30Updated 2 months ago
- JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions☆27Updated last year
- ☆24Updated last year
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆25Updated 3 weeks ago
- CIKM 2021: Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking☆19Updated 2 years ago
- [WSDM 2024 best paper honorable mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆11Updated 4 months ago
- MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. Evaluate your retrieval models on 126 diverse tasks. [EMNLP 2024]☆12Updated last week
- The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆49Updated last month
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆68Updated 6 months ago
- [CIKM 2023] This is the code repo for our CIKM‘23 paper "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases".☆34Updated 7 months ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆50Updated 2 years ago
- ☆23Updated last month
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆45Updated last year
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- [EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations☆31Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆65Updated last year
- AutoLossGen: Automatic Loss Function Generation for Recommender Systems☆22Updated 2 years ago
- ☆52Updated last year
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆20Updated 6 months ago
- Recommender systems with large language models (Paper list)☆58Updated 11 months ago
- the dataset TG-ReDial☆61Updated 3 years ago
- ☆59Updated 11 months ago
- A curated list of awesome papers related to generative retrieval models.☆45Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆61Updated last year
- A small ecosystem for Recommender Systems-based Natural Language Generation☆39Updated last year
- ☆22Updated 11 months ago