SOTAVerified
Home/Recommendation & Retrieval

Recommendation & Retrieval

70 tasks · View all areas

Papers in this area

Showing 110 of 10 papers

TitleStatusHype
Mem0: Building Production-Ready AI Agents with Scalable Long-Term MemoryCode16
LightRAG: Simple and Fast Retrieval-Augmented GenerationCode14
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language ModelsCode14
From Local to Global: A Graph RAG Approach to Query-Focused SummarizationCode14
Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria RerankingCode14
Zep: A Temporal Knowledge Graph Architecture for Agent MemoryCode12
WebWalker: Benchmarking LLMs in Web TraversalCode11
AutoAgent: A Fully-Automated and Zero-Code Framework for LLM AgentsCode9
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot FrameworkCode9
Language agents achieve superhuman synthesis of scientific knowledgeCode9
Show:102550
TaskPapersResults
Recommendation Systems

### Recommendation System in AI Research A Recommendation Sy…

6,047252
Click-Through Rate Prediction

Click-through rate prediction is the task of predicting the …

391127
Collaborative Filtering1,30930
Ad-Hoc Information Retrieval

Ad-hoc information retrieval refers to the task of returning…

4121
Retrieval

A methodology that involves selecting relevant data or examp…

14,29719
Information Retrieval

Information retrieval is the task of ranking a list of docum…

4,74017
Semantic Retrieval866
Passage Re-Ranking

Passage re-ranking is the task of scoring and re-ranking a c…

325
Document Ranking

Sort documents according to some criterion so that the "best…

1684
Passage Ranking734
Next-basket recommendation182
Math Information Retrieval

Information Retrieval on Math Contents

22
Product Recommendation1321
Food recommendation281
API Sequence Recommendation11
Retrieval-augmented Generation2,1960
Re-Ranking7430
Reranking5860
Sequential Recommendation

Sequential recommendation is a sophisticated approach to pro…

5540
Passage Retrieval

Passage retrieval is a specialized type of IR application th…

2680
News Recommendation1930
Session-Based Recommendations

Recommendation based on a sequence of events. e.g. next item…

1720
Conversational Recommendation1400
Movie Recommendation

Evaluates the ability of language models to propose relevant…

1130
Explainable Recommendation940
Sentence Retrieval820
Cross-Lingual Information Retrieval

Cross-Lingual Information Retrieval (CLIR) is a retrieval ta…

680
Multimodal Recommendation

The multimodal recommendation task involves developing syste…

590
Entity Retrieval560
Citation Recommendation550
Interactive Recommendation400
Multi-modal Recommendation300
Table Retrieval

When given a query, the goal of this task is to retrieve a r…

270
Zero-Shot Cross-Modal Retrieval

Zero-Shot Cross-Modal Retrieval is the task of finding relev…

260
Product Categorization250
Multimedia recommendation230
Passage Reranking230
Evidence Selection220
Cross-modal retrieval with noisy correspondence

Noisy correspondence learning aims to eliminate the negative…

200
Multi-Instance Retrieval190
Cross-Modal Information Retrieval

Cross-Modal Information Retrieval (CMIR) is the task of find…

160
Writer Retrieval150
Argument Retrieval140
Knowledge-Aware Recommendation140
point of interests130
News Retrieval110
Multi-Domain Recommender Systems100
Sign Language Retrieval70
Duplicate-Question Retrieval40
Multibehavior Recommendation40