Dense Text Retrieval Based on Pretrained Language Models: A Survey

Cited by (214)

Items 101–200 of 214

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7. Optimization in Information Retrieval: A Systematic Review of Techniques for Performance and Scalability
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15. A simple sketch of a disposable coffee cup with a lid. The cup features a green circle in the center, possibly representing a logo or design element. The drawing is outlined in black with minimal detail. Starbucks: Improved Training for 2D Matryoshka Embeddings
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18. An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval
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19. Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection
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23. Hybrid Feature Fusion for Enhancing Medical Document Embedding
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24. External Knowledge Is Not Always Needed: An Adaptive Retrieval Augmented Generation Method
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25. Mitigating Context Interference for Reliable and Efficient Search Agents
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28. Enhancing Graph Neural Networks via Memorized Global Information
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29. Annotative Indexing
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30. Are Dense Retrieval Models Few-Shot Learners?
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31. DUNKS: Chunking and Summarizing Large and Heterogeneous Data for Dataset Search
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32. Zero-Shot Dense Retrieval Based on Query Expansion
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33. Beyond Label: Cold-Start Self-Training for Cross-Domain Semantic Text Similarity
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34. MD2PR: A Multi-level Distillation based Dense Passage Retrieval Model
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35. Enhancing Retrieval-Augmented Generation via Dual-Granularity Document Indexing
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37. A Dense Retrieval Model Training Method Combining Matryoshka Representation Learning and Knowledge Distillation
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38. Using ER Algorithm to Improve Information Retrieval Efficiency in Big Data Environment
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39. Prediction of Public Opinion Event Types Combining Retrieval-Augmented Generation and Large Language Models
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40. Keyphrase Trees: Enhancing LLM Prompts with Hierarchical Topic Extraction
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42. NeGLU: Negation-Aware Sparse Retrieval With Negative Weights for Product Search
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43. Information Retrieval System for Automating Quiz Generation and Evaluation Using Large Language Models
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52. Research on Text Retrieval Methods Based on Large Language Models
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54. A Loss Weighting Algorithm Based on In-batch Positive Passage Rankings for Dense Retrievers
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61. Temporal-Aware RAG for Multilingual ESG Document Retrieval: A Low-Resource Approach to Time-Sensitive Question Answering
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62. Neural corrective machine unranking
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63. When Reducing Representations Improves Performance
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