Information Retrieval

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS ICLR 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines ICLR 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 Momentum Posterior Regularization for Multi-hop Dense Retrieval COLING 2025 MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025 MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025 mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025 MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation COLING 2025 Multi-Conditional Ranking with Large Language Models NAACL 2025 MultiConIR: Towards Multi-Condition Information Retrieval EMNLP 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Multi-Field Adaptive Retrieval ICLR 2025 Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025 Multilingual Continual Learning using Attention Distillation COLING 2025 Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025 Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models NAACL 2025