🔍 Information Retrieval - linearizable · Scour

From Item-Only to Query-Item: Query-Conditioned Generative Search with QGS in Quark 📌Embedding Retrieval

AI-Friendly LaTeX: Using LaTeX Code as a Knowledge Source for Retrieval-Augmented Generation 📇Vector Indexing

Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval 📌Embedding Retrieval

One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation 🎯Embedding Models

Approximate Algorithms for Chamfer Distance Under Translation 🔍Vector Search Algorithms

Generative Conversational Recommender System 🔍SPLADE

ICICLE: Expanding Retrieval with In-Context Documents 📌Embedding Retrieval

RAGEAR: Retrieval-Augmented Graph-Enhanced Academic Recommender 🎯BM25

Knowledge Distillation for Low-Resource Open-source Text-to-SQL Model 💰Cost-Based Optimization

GraphReview: Scientific Paper Evaluation via LLM-Based Graph Message Passing 🎯BM25

TubiFM: Unified Item, Carousel, and Search Ranking for Streaming Discovery 🔍Search Indexing

Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation 📏ANN Benchmarks

SemBridge: Language Transfer in Sparse Encoders via Multilingual Semantic Bridges 🔍SPLADE

HARNESS-LM: A Three-Phase Training Recipe for Harnessing SLMs in Sponsored Search Retrieval 🔍SPLADE

Is Position Bias in Dense Retrievers Built In-or Learned from Data? 🔍SPLADE

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb 📌Embedding Retrieval

MVR-cache: Optimizing Semantic Caching via Multi-Vector Retrieval and Learned Prompt Segmentation 🎯Vector Search

Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search 📌Embedding Retrieval

Reinforced Preference Optimization for Reasoning-Augmented Recommendations 💰Cost-Based Optimization

Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and a Simple Remedy 📌Embedding Retrieval

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