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Showing 51–100 of 586 papers

TitleStatusHype
MultiConIR: Towards multi-condition Information RetrievalCode0
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark—0
Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement LearningCode3
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
Passage Query Methods for Retrieval and Reranking in Conversational Agents—0
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
From Retrieval to Generation: Comparing Different Approaches—0
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-ThoughtsCode2
Rank1: Test-Time Compute for Reranking in Information RetrievalCode2
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
Pragmatic Reasoning improves LLM Code Generation—0
Early-Exit and Instant Confidence Translation Quality EstimationCode0
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models—0
FaMTEB: Massive Text Embedding Benchmark in Persian Language—0
Gumbel Reranking: Differentiable End-to-End Reranker Optimization—0
E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection—0
Repository-level Code Search with Neural Retrieval MethodsCode0
NLGR: Utilizing Neighbor Lists for Generative Rerank in Personalized Recommendation Systems—0
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation LearningCode1
Hypencoder: Hypernetworks for Information Retrieval—0
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented GenerationCode4
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models—0
Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking—0
Provence: efficient and robust context pruning for retrieval-augmented generation—0
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection—0
ListConRanker: A Contrastive Text Reranker with Listwise Encoding—0
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal ModelsCode0
Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation—0
Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR—0
Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts—0
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation—0
ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers—0
State Space Models are Strong Text Rerankers—0
On the Structural Memory of LLM AgentsCode0
RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG SystemsCode1
Let your LLM generate a few tokens and you will reduce the need for retrieval—0
Magneto: Combining Small and Large Language Models for Schema MatchingCode1
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
PyTerrier-GenRank: The PyTerrier Plugin for Reranking with Large Language ModelsCode1
LamRA: Large Multimodal Model as Your Advanced Retrieval AssistantCode2
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and RerankingCode2
Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks—0
DIESEL -- Dynamic Inference-Guidance via Evasion of Semantic Embeddings in LLMs—0
Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events—0
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