🎯 Embedding Models - linearizable · Scour

ProMax: Exploring the Potential of LLM-derived Profiles with Distribution Shaping for Recommender Systems 🔍Information Retrieval

Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation 🔍Information Retrieval

From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking 📌Embedding Retrieval

FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction 🔍Information Retrieval

Benchmarking Retrieval Strategies for Biomedical Retrieval-Augmented Generation: A Controlled Empirical Study 🔍Information Retrieval

When to Retrieve During Reasoning: Adaptive Retrieval for Large Reasoning Models 🔍Information Retrieval

Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning 🔍Information Retrieval

A Reproducibility Study of LLM-Based Query Reformulation 🔍Information Retrieval

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges 🔍Information Retrieval

Intelligent Elastic Feature Fading: Enabling Model Retrain-Free Feature Efficiency Rollouts at Scale 💰Cost-Based Optimization

AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism 🧮SMT Solvers

arxiv.org·5d·Hacker News

MUDY: Multi-Granular Dynamic Candidate Contextualization for Unsupervised Keyphrase Extraction 📌Embedding Retrieval

Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing 🔍Vector Search Algorithms

SCARV: Structure-Constrained Aggregation for Stable Sample Ranking in Redundant NLP Datasets 🔍Information Retrieval

Fair Agents: Balancing Multistakeholder Alignment in Multi-Agent Personalization Systems 🗳️Paxos Variants

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding 💰Cost-Based Optimization

LLM-Oriented Information Retrieval: A Denoising-First Perspective 🔍Information Retrieval

LLM-Emu: Native Runtime Emulation of LLM Inference via Profile-Driven Sampling 🧮SMT Solvers

Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation 🔍Information Retrieval

Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation 🔍Information Retrieval

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