| 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 |