段落检索论文趋势 2023–2026
段落索引
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 31 篇被归入该主题的论文。
主要结论
- 段落检索论文从 2023 年的 6 篇增长到 2026 年的 13 篇，三年间扩大到约 2.2 倍。
- NeurIPS 是发段落检索论文最多的会议，2023–2026 年共 10 篇，占四个会议总量的 32%。
- 交叉方向里涨得最快的是检索增强生成：同时属于两个主题的论文从 2023 年的 2 篇增至 2026 年的 11 篇。
- 在「信息检索」的 5 个主题里，它的 2026 年论文数排第 5；同组增长最快的交叉编码重排是 3.0 倍，段落检索是 2.2 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 2 | 2 | 2 | 0 | 6 |
| 2024 | 0 | 1 | 4 | 2 | 7 |
| 2025 | 1 | 1 | 1 | 2 | 5 |
| 2026 | 7 | 2 | 3 | 1 | 13 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- NeurIPS 2026Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization
- ICML 2026Spectral Gradient Descent Mitigates Anisotropy-Driven Misalignment: A Case Study in Phase Retrieval
- ICLR 2026MergePRAG: Orthogonal Merging of Passage-experts for Multi-hop Parametric RAG
- CVPR 2026Language-driven Fine-grained Retrieval
- NeurIPS 2025Contextual Tokenization for Graph Inverted Indices
- ICML 2025Contradiction Retrieval via Contrastive Learning with Sparsity
- ICLR 2025RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
- CVPR 2025MaRI: Material Retrieval Integration across Domains
- ICML 2024Bottleneck-Minimal Indexing for Generative Document Retrieval
- ICLR 2024Neural Architecture Retrieval
- CVPR 2024Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability
- NeurIPS 2023DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
- ICML 2023IncDSI: Incrementally Updatable Document Retrieval
- ICLR 2023LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
- NeurIPS 2026VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines
- ICML 2026Beyond Global Alignment: Fine-Grained Motion-Language Retrieval via Pyramidal Shapley-Taylor Learning
- ICLR 2026Embedding-Based Context-Aware Reranker
- CVPR 2025LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
- ICML 2024Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval
- CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
全部段落检索论文
共 31 篇，第 1 / 1 页
- CVPR 2026Language-driven Fine-grained Retrieval
- ICLR 2026Embedding-Based Context-Aware Reranker
- ICLR 2026MergePRAG: Orthogonal Merging of Passage-experts for Multi-hop Parametric RAG
- ICML 2026Beyond Global Alignment: Fine-Grained Motion-Language Retrieval via Pyramidal Shapley-Taylor Learning
- ICML 2026Spectral Gradient Descent Mitigates Anisotropy-Driven Misalignment: A Case Study in Phase Retrieval
- ICML 2026Token-Free Hierarchical Indexing for RAG beyond LLM-based Summarization
- NeurIPS 2026Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization
- NeurIPS 2026Half-Truths Break Similarity-Based Retrieval
- NeurIPS 2026Is Dimensionality a Barrier for Retrieval Models?
- NeurIPS 2026Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads
- NeurIPS 2026MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocol
- NeurIPS 2026Retrieval-Centric Deep Learning in Growing Nonparametric Neural Networks
- NeurIPS 2026VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines
- CVPR 2025LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
- CVPR 2025MaRI: Material Retrieval Integration across Domains
- ICLR 2025RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
- ICML 2025Contradiction Retrieval via Contrastive Learning with Sparsity
- NeurIPS 2025Contextual Tokenization for Graph Inverted Indices
- CVPR 2024Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability
- CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
- ICLR 2024Neural Architecture Retrieval
- ICML 2024Bottleneck-Minimal Indexing for Generative Document Retrieval
- ICML 2024DiffFPR: Diffusion Prior for Oversampled Fourier Phase Retrieval
- ICML 2024Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval
- ICML 2024Retrieval Across Any Domains via Large-scale Pre-trained Model
- ICLR 2023LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
- ICLR 2023QAID: Question Answering Inspired Few-shot Intent Detection
- ICML 2023IncDSI: Incrementally Updatable Document Retrieval
- ICML 2023ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
- NeurIPS 2023DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
- NeurIPS 2023SOAR: Improved Indexing for Approximate Nearest Neighbor Search
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查段落检索在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "passage-retrieval"}
常见问题
- 2023–2026 年四大会议一共有多少篇段落检索论文？
- 共 31 篇，按年份分别是 2023 年 6 篇、2024 年 7 篇、2025 年 5 篇、2026 年 13 篇。
- NeurIPS 2026 有多少篇段落检索论文？
- NeurIPS 2026 有 7 篇段落检索论文，上一届是 1 篇。
- ICLR 2026 有多少篇段落检索论文？
- ICLR 2026 有 2 篇段落检索论文，上一届是 1 篇。
- ICML 2026 有多少篇段落检索论文？
- ICML 2026 有 3 篇段落检索论文，上一届是 1 篇。
- CVPR 2026 有多少篇段落检索论文？
- CVPR 2026 有 1 篇段落检索论文，上一届是 2 篇。
- 哪个会议的段落检索论文最多？
- NeurIPS，2023–2026 年共 10 篇。