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awesome-generative-retrieval-models
A curated list of awesome papers related to generative retrieval models.
https://github.com/Chriskuei/awesome-generative-retrieval-models
- Rethinking Search: Making Domain Experts out of Dilettantes
- Understanding Differential Search Index for Text Retrieval
- How Does Generative Retrieval Scale to Millions of Passages?
- Transformer Memory as a Differentiable Search Index
- CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks - bigdatalab/CorpusBrain)] (**CorpusBrain**)
- A Neural Corpus Indexer for Document Retrieval
- Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation - transformers)] (**DSI-QG**)
- Autoregressive Entity Retrieval
- Autoregressive Search Engines: Generating Substrings as Document Identifiers
- DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index
- Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer
- Learning to Tokenize for Generative Retrieval
- TOME: A Two-stage Approach for Model-based Retrieval
- Term-Sets Can Be Strong Document Identifiers For Auto-Regressive Search Engines
- Multiview Identifiers Enhanced Generative Retrieval
- DSI++: Updating Transformer Memory with New Documents
- Continually Updating Generative Retrieval on Dynamic Corpora
- GERE: Generative Evidence Retrieval for Fact Verification
- Generative Multi-hop Retrieval
- Data-Efficient Autoregressive Document Retrieval for Fact Verification
- Contextualized Generative Retrieval
- A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning
- Recommender Systems with Generative Retrieval - VAE**)
- IRGen: Generative Modeling for Image Retrieval