Recent Research Signals

Found 28 results

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Paper	Possible Impact	Features	Possible Business Area
RoutIR: Fast Serving of Retrieval Pipelines for Retrieval-Augmented Generation Information Retrieval	Lets computers build smart search tools fast.	Johns Hopkins University Code	Search Engine (78%)	Score: 3 5 days ago
PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation Information Retrieval	Makes AI remember and use facts better.	Code 2 Countries	Semantic Search (76%)	Score: 3 4 days ago
Cross-Modal Attention Network with Dual Graph Learning in Multimodal Recommendation Information Retrieval	Recommends movies and songs you'll love.	Code 2 Countries	Image Recognition (77%)	Score: 3 4 days ago
iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification Information Retrieval	Helps trip planners change plans easily.	Code 2 Countries	Semantic Search (76%)	Score: 2 5 days ago
LISP -- A Rich Interaction Dataset and Loggable Interactive Search Platform Information Retrieval	Helps computers learn how people search online.	Code 2 Countries	Semantic Search (81%)	Score: 2 6 days ago
Rank4Gen: RAG-Preference-Aligned Document Set Selection and Ranking Information Retrieval	Helps AI choose the best facts for better answers.	Tencent Code	Semantic Search (76%)	Score: 2 4 days ago
Why not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models Information Retrieval	Helps find better movie and product suggestions.	Code	Semantic Search (76%)	Score: 2 6 days ago
Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation Information Retrieval	Helps online stores show you more things you'll like.	Code	Predictive Analytics (77%)	Score: 1 4 days ago
STCRank: Spatio-temporal Collaborative Ranking for Interactive Recommender System at Kuaishou E-shop Information Retrieval	Shows you better online shopping picks faster.	Kuaishou	Social News (79%)	Score: 1 5 days ago
SpatCode: Rotary-based Unified Encoding Framework for Efficient Spatiotemporal Vector Retrieval Information Retrieval	Finds information faster using time and place.		Semantic Search (78%)	Score: 1 6 days ago
TEMPO: A Realistic Multi-Domain Benchmark for Temporal Reasoning-Intensive Retrieval Information Retrieval	Helps computers understand changes over time.	2 Countries	Semantic Search (78%)	Score: 1 6 days ago
Bridging Semantic Understanding and Popularity Bias with LLMs Information Retrieval	Shows more interesting videos, not just popular ones.	Code	Semantic Search (79%)	Score: 1 6 days ago
LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval Information Retrieval	Makes searching text much faster and smaller.		Semantic Search (75%)	Score: 1 6 days ago
Isotropy-Optimized Contrastive Learning for Semantic Course Recommendation Information Retrieval	Finds the best classes for students using smart words.	Code	Semantic Search (80%)	Score: 1 4 days ago
LLM-Assisted Pseudo-Relevance Feedback Information Retrieval	Helps search engines find better results.	Code	Semantic Search (78%)	Score: 1 4 days ago
PRISM: Personalized Recommendation via Information Synergy Module Information Retrieval	Finds what you like by combining item details.	Code	Semantic Search (78%)	Score: 1 4 days ago
Can Instructed Retrieval Models Really Support Exploration? Information Retrieval	Helps search engines understand your changing questions better.		Semantic Search (80%)	Score: 0 4 days ago
Development of Ontological Knowledge Bases by Leveraging Large Language Models Information Retrieval	AI builds smart knowledge maps faster and better.		Natural Language Processing (82%)	Score: 0 5 days ago
Validating Search Query Simulations: A Taxonomy of Measures Information Retrieval	Helps computers pretend to search like people.		Semantic Search (80%)	Score: 0 4 days ago
Examining DOM Coordinate Effectiveness For Page Segmentation Information Retrieval	Finds best ways to sort web page parts.		Semantic Search (76%)	Score: 0 6 days ago
Dissecting Judicial Reasoning in U.S. Copyright Damage Awards Information Retrieval	Helps predict how judges award copyright money.		Natural Language Processing (78%)	Score: 0 6 days ago
From Knots to Knobs: Towards Steerable Collaborative Filtering Using Sparse Autoencoders Information Retrieval	Finds hidden patterns to improve movie suggestions.		Semantic Search (79%)	Score: 0 4 days ago
MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval Information Retrieval	Helps computers find answers using pictures and words.		Visual Search (78%)	Score: 0 6 days ago
Deep GraphRAG: A Balanced Approach to Hierarchical Retrieval and Adaptive Integration Information Retrieval	Helps computers find answers faster in big, connected data.		Semantic Search (78%)	Score: 0 4 days ago
On-Device Large Language Models for Sequential Recommendation Information Retrieval	Makes big AI models small for phones.		Personalization (75%)	Score: 0 6 days ago
Unifying Search and Recommendation in LLMs via Gradient Multi-Subspace Tuning Information Retrieval	Helps computers find and suggest things better.		Semantic Search (78%)	Score: 0 6 days ago
Learn Before Represent: Bridging Generative and Contrastive Learning for Domain-Specific LLM Embeddings Information Retrieval	Teaches computers specialized knowledge for better answers.		Natural Language Processing (77%)	Score: 0 4 days ago
From SERPs to Sound: How Search Engine Result Pages and AI-generated Podcasts Interact to Influence User Attitudes on Controversial Topics Information Retrieval	Podcasts change minds more than search results.		Podcast (81%)	Score: 0 4 days ago