Information Retrieval

MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV 2025 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025 ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 Media of Langue: Exploring Word Translation Network NAACL 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025 MindSearch: Mimicking Human Minds Elicits Deep AI Searcher ICLR 2025 Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025 MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL 2025 MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025 MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 Mitigating Bias in RAG: Controlling the Embedder ACL 2025