🔍 Information Retrieval - linearizable · Scour

Ruling Out to Rule In: Contrastive Hypothesis Retrieval for Medical Question Answering 🔍SPLADE

arxiv.org·4d

Unified Supervision for Walmarts Sponsored Search Retrieval via Joint Semantic Relevance and Behavioral Engagement Modeling 🎯BM25

arxiv.org·1d

HIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval 🔍Search Indexing

arxiv.org·2d

Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead 💰Cost-Based Optimization

arxiv.org·4d

SubSearch: Intermediate Rewards for Unsupervised Guided Reasoning in Complex Retrieval 📌Embedding Retrieval

arxiv.org·1d

Improving Search Suggestions for Alphanumeric Queries 📇Indexing Strategies

arxiv.org·1d

CUE-R: Beyond the Final Answer in Retrieval-Augmented Generation 🔍SPLADE

arxiv.org·3d

CubeGraph: Efficient Retrieval-Augmented Generation for Spatial and Temporal Data 📇Database Indexes

arxiv.org·2d

Entities as Retrieval Signals: A Systematic Study of Coverage, Supervision, and Evaluation in Entity-Oriented Ranking 📌Embedding Retrieval

arxiv.org·3d

DCD: Domain-Oriented Design for Controlled Retrieval-Augmented Generation 🔍Search Indexing

arxiv.org·1d

MARVEL: Multimodal Adaptive Reasoning-intensiVe Expand-rerank and retrievaL 🔍SPLADE

arxiv.org·2d

Align then Train: Efficient Retrieval Adapter Learning 🔍SPLADE

arxiv.org·4d

ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained Alignment 📇Vector Indexing

arxiv.org·1d

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis 📌Embedding Retrieval

arxiv.org·5d

Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity 🔍SPLADE

arxiv.org·3d

Formalized Information Needs Improve Large-Language-Model Relevance Judgments 🔍SPLADE

arxiv.org·4d

MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation 🔍SPLADE

arxiv.org·3d

Document Optimization for Black-Box Retrieval via Reinforcement Learning 📉Embeddings Optimization

arxiv.org·3d

Spike Hijacking in Late-Interaction Retrieval 🔍SPLADE

arxiv.org·3d

MMP-Refer: Multimodal Path Retrieval-augmented LLMs For Explainable Recommendation 🔍SPLADE

arxiv.org·4d

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