| ListConRanker: A Contrastive Text Reranker with Listwise Encoding | Jan 13, 2025 | RerankingRetrieval-augmented Generation | —Unverified | 0 |
| Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models | Jan 13, 2025 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation | Jan 10, 2025 | Collaborative InferenceDevice-Cloud Collaboration | —Unverified | 0 |
| Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation | Jan 6, 2025 | AllRecommendation Systems | —Unverified | 0 |
| ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning | Jan 2, 2025 | FairnessFew-Shot Learning | —Unverified | 0 |
| CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR | Jan 1, 2025 | AllOptical Character Recognition | —Unverified | 0 |
| Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts | Dec 28, 2024 | Reranking | —Unverified | 0 |
| Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation | Dec 25, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers | Dec 18, 2024 | MMLUReranking | —Unverified | 0 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| On the Structural Memory of LLM Agents | Dec 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems | Dec 16, 2024 | Prompt EngineeringRAG | CodeCode Available | 1 |
| Let your LLM generate a few tokens and you will reduce the need for retrieval | Dec 16, 2024 | RAGReranking | —Unverified | 0 |
| Magneto: Combining Small and Large Language Models for Schema Matching | Dec 11, 2024 | Reranking | CodeCode Available | 1 |
| BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language | Dec 11, 2024 | Information RetrievalReranking | —Unverified | 0 |
| SiReRAG: Indexing Similar and Related Information for Multihop Reasoning | Dec 9, 2024 | RAGReranking | —Unverified | 0 |
| 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering | Dec 8, 2024 | Answer GenerationDomain Adaptation | —Unverified | 0 |
| PyTerrier-GenRank: The PyTerrier Plugin for Reranking with Large Language Models | Dec 6, 2024 | Reranking | CodeCode Available | 1 |
| LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant | Dec 2, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 2 |
| CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking | Dec 1, 2024 | Bug fixingCode Generation | CodeCode Available | 2 |
| Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks | Nov 30, 2024 | Reranking | —Unverified | 0 |
| DIESEL -- Dynamic Inference-Guidance via Evasion of Semantic Embeddings in LLMs | Nov 28, 2024 | Question AnsweringReranking | —Unverified | 0 |
| Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval | Nov 22, 2024 | Image RetrievalReranking | —Unverified | 0 |
| IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search | Nov 22, 2024 | Conversational SearchPassage Ranking | —Unverified | 0 |
| Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events | Nov 19, 2024 | ArticlesReranking | —Unverified | 0 |