Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs Paper • 2510.09201 • Published 17 days ago • 46
Test-Time Self-Adaptive Small Language Models for Question Answering Paper • 2310.13307 • Published Oct 20, 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Paper • 2305.13729 • Published May 23, 2023 • 1
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering Paper • 2310.17490 • Published Oct 26, 2023
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation Paper • 2105.00666 • Published May 3, 2021
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation Paper • 2203.07735 • Published Mar 15, 2022
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Paper • 2403.14403 • Published Mar 21, 2024 • 7
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark Paper • 2406.05967 • Published Jun 10, 2024 • 6
Unified Multi-Modal Interleaved Document Representation for Information Retrieval Paper • 2410.02729 • Published Oct 3, 2024
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation Paper • 2412.12559 • Published Dec 17, 2024 • 2
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Paper • 2404.13948 • Published Apr 22, 2024 • 2
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Paper • 2502.05609 • Published Feb 8 • 19
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Paper • 2504.20734 • Published Apr 29 • 61
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation Paper • 2505.24456 • Published May 30
PRISM: Fine-Grained Paper-to-Paper Retrieval with Multi-Aspect-Aware Query Optimization Paper • 2507.10057 • Published Jul 14
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Paper • 2510.07499 • Published 19 days ago • 45