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From Matching to Generation: A Survey on Generative Information Retrieval

#124 nogawanogawa opened 1 month ago
0
Instruction-Following Evaluation for Large Language Models

#123 nogawanogawa closed 1 month ago
4
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

#122 nogawanogawa opened 2 months ago
0
Chain-of-Thought Reasoning Without Prompting

#121 nogawanogawa closed 2 months ago
4
In Defense of RAG in the Era of Long-Context Language Models

#120 nogawanogawa closed 2 months ago
4
Meta Knowledge for Retrieval Augmented Large Language Models

#119 nogawanogawa closed 2 months ago
4
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

#118 nogawanogawa closed 3 months ago
4
The Netflix Recommender System: Algorithms, Business Value, and Innovation

#117 nogawanogawa opened 3 months ago
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BM25S: Orders of magnitude faster lexical search via eager sparse scoring

#116 nogawanogawa closed 4 months ago
4
BM25S: Orders of magnitude faster lexical search via eager sparse scoring

#115 nogawanogawa opened 4 months ago
0
From Local to Global: A Graph RAG Approach to Query-Focused Summarization

#114 nogawanogawa opened 5 months ago
0
Generative Retrieval via Term Set Generation

#113 nogawanogawa closed 5 months ago
5
Professional Network Matters: Connections Empower Person-Job Fit

#112 nogawanogawa closed 5 months ago
7
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search

#111 nogawanogawa closed 7 months ago
0
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding

#110 nogawanogawa closed 7 months ago
5
Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition

#109 nogawanogawa opened 8 months ago
0
RAFT: Adapting Language Model to Domain Specific RAG

#108 nogawanogawa closed 8 months ago
4
LiGNN: Graph Neural Networks at LinkedIn

#107 nogawanogawa closed 8 months ago
5
Learning to Retrieve for Job Matching

#106 nogawanogawa closed 9 months ago
5
Retrieval-Augmented Generation for Large Language Models: A Survey

#105 nogawanogawa opened 9 months ago
0
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

#104 nogawanogawa closed 8 months ago
4
Query Understanding in the Age of Large Language Models

#103 nogawanogawa closed 6 months ago
5
Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation

#102 nogawanogawa closed 10 months ago
4
Fresh Content Needs More Attention: Multi-funnel Fresh Content Recommendation

#101 nogawanogawa closed 11 months ago
5
Detecting Interference in Online Controlled Experiments with Increasing Allocation

#100 nogawanogawa opened 12 months ago
0
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

#99 nogawanogawa closed 1 year ago
6
How to Index Item IDs for Recommendation Foundation Models

#98 nogawanogawa closed 1 year ago
5
Vector Search with OpenAI Embeddings: Lucene Is All You Need

#97 nogawanogawa closed 1 year ago
4
A Survey on Efficient Training of Transformers

#96 nogawanogawa closed 1 year ago
6
Optimizing Airbnb Search Journey with Multi-task Learning

#95 nogawanogawa closed 1 year ago
5
Recurrent Memory Transformer

#94 nogawanogawa closed 1 year ago
4
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation

#93 nogawanogawa opened 1 year ago
0
Diffusion Recommender Model

#92 nogawanogawa closed 1 year ago
4
Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization

#91 nogawanogawa opened 1 year ago
0
Improving Content Retrievability in Search with Controllable Query Generation

#90 nogawanogawa closed 1 year ago
4
Learning Stance Embeddings from Signed Social Graphs

#89 nogawanogawa closed 1 year ago
5
Calibrated Recommendations as a Minimum-Cost Flow Problem

#88 nogawanogawa closed 1 year ago
5
Slate-Aware Ranking for Recommendation

#87 nogawanogawa opened 1 year ago
1
Hierarchical gating networks for sequential recommendation

#86 nogawanogawa opened 1 year ago
0
MaskNet: Introducing Feature-Wise Multiplication to CTR Ranking Models by Instance-Guided Mask

#85 nogawanogawa closed 1 year ago
6
Earlybird: Real-Time Search at Twitter

#84 nogawanogawa opened 1 year ago
0
Learning Item-Interaction Embeddings for User Recommendations

#83 nogawanogawa closed 1 year ago
4
GraphJet: Real-Time Content Recommendations at Twitter

#82 nogawanogawa closed 1 year ago
4
RealGraph: User Interaction Prediction at Twitter

#81 nogawanogawa closed 1 year ago
4
TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation

#80 nogawanogawa closed 1 year ago
6
Optimizing Audio Recommendations for the Long-Term: A Reinforcement Learning Perspective

#79 nogawanogawa opened 1 year ago
0
IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System

#78 nogawanogawa closed 1 year ago
6
SMOGN: a Pre-processing Approach for Imbalanced Regression

#77 nogawanogawa opened 1 year ago
0
Should I send this notification? Optimizing push notifications decision making by modeling the future

#76 nogawanogawa closed 1 year ago
5
Learning To Rank Diversely

#75 nogawanogawa closed 1 year ago
5