| Towards Carbon Footprint-Aware Recommender Systems for Greener Item Recommendation | Mar 21, 2025 | Recommendation SystemsReranking | CodeCode Available | 0 |
| MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration | Mar 19, 2025 | Long Form Question AnsweringQuestion Answering | —Unverified | 0 |
| A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models | Mar 17, 2025 | ClassificationIn-Context Learning | —Unverified | 0 |
| OSCAR: Online Soft Compression And Reranking | Mar 17, 2025 | RAGReranking | —Unverified | 0 |
| MultiConIR: Towards multi-condition Information Retrieval | Mar 11, 2025 | Information RetrievalReranking | CodeCode Available | 0 |
| Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark | Mar 10, 2025 | Information RetrievalRAG | —Unverified | 0 |
| Evaluating Answer Reranking Strategies in Time-sensitive Question Answering | Mar 6, 2025 | Answer SelectionInformation Retrieval | —Unverified | 0 |
| Passage Query Methods for Retrieval and Reranking in Conversational Agents | Feb 28, 2025 | Passage RankingReranking | —Unverified | 0 |
| From Retrieval to Generation: Comparing Different Approaches | Feb 27, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pragmatic Reasoning improves LLM Code Generation | Feb 20, 2025 | Code GenerationReranking | —Unverified | 0 |
| Early-Exit and Instant Confidence Translation Quality Estimation | Feb 20, 2025 | Machine TranslationReranking | CodeCode Available | 0 |
| FaMTEB: Massive Text Embedding Benchmark in Persian Language | Feb 17, 2025 | ChatbotMTEB Benchmark | —Unverified | 0 |
| FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models | Feb 17, 2025 | RAGReranking | —Unverified | 0 |
| Gumbel Reranking: Differentiable End-to-End Reranker Optimization | Feb 16, 2025 | RAGReranking | —Unverified | 0 |
| E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection | Feb 12, 2025 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| NLGR: Utilizing Neighbor Lists for Generative Rerank in Personalized Recommendation Systems | Feb 10, 2025 | Recommendation SystemsReranking | —Unverified | 0 |
| Repository-level Code Search with Neural Retrieval Methods | Feb 10, 2025 | Bug fixingCode Search | CodeCode Available | 0 |
| Hypencoder: Hypernetworks for Information Retrieval | Feb 7, 2025 | Information RetrievalInstruction Following | —Unverified | 0 |
| RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models | Feb 2, 2025 | Information RetrievalReranking | —Unverified | 0 |
| Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking | Feb 1, 2025 | Profile GenerationRecommendation Systems | —Unverified | 0 |
| Provence: efficient and robust context pruning for retrieval-augmented generation | Jan 27, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection | Jan 24, 2025 | MisinformationReranking | —Unverified | 0 |
| Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models | Jan 13, 2025 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| ListConRanker: A Contrastive Text Reranker with Listwise Encoding | Jan 13, 2025 | RerankingRetrieval-augmented Generation | —Unverified | 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 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers | Dec 18, 2024 | MMLUReranking | —Unverified | 0 |
| On the Structural Memory of LLM Agents | Dec 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Let your LLM generate a few tokens and you will reduce the need for retrieval | Dec 16, 2024 | RAGReranking | —Unverified | 0 |
| 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 |
| 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 |
| Drowning in Documents: Consequences of Scaling Reranker Inference | Nov 18, 2024 | RerankingRetrieval | —Unverified | 0 |
| Benchmarking pre-trained text embedding models in aligning built asset information | Nov 18, 2024 | Asset ManagementBenchmarking | CodeCode Available | 0 |
| A Bayesian Optimization Approach to Machine Translation Reranking | Nov 14, 2024 | Bayesian OptimizationMachine Translation | CodeCode Available | 0 |
| KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models | Nov 9, 2024 | Document RankingGPU | —Unverified | 0 |
| An Early FIRST Reproduction and Improvements to Single-Token Decoding for Fast Listwise Reranking | Nov 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Calibrated Listwise Reranking with Large Language Models | Nov 7, 2024 | Reranking | —Unverified | 0 |
| QUILL: Quotation Generation Enhancement of Large Language Models | Nov 6, 2024 | Reranking | CodeCode Available | 0 |
| Leveraging Label Semantics and Meta-Label Refinement for Multi-Label Question Classification | Nov 4, 2024 | MathReranking | CodeCode Available | 0 |