Information Retrieval

NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025 NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025 NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025 NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models ICLR 2025 Nyay-Darpan: Enhancing Decision Making Through Summarization and Case Retrieval for Consumer Law in India AACL 2025 NyayGraph: A Knowledge Graph Enhanced Approach for Legal Statute Identification in Indian Law using Large Language Models EMNLP 2025 OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025 OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025 OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025 One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025 On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation EMNLP 2025 On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025 Open-domain Arabic Conversational Question Answering with Question Rewriting EMNLP 2025 Open Domain Question Answering with Conflicting Contexts NAACL 2025 Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp EMNLP 2025 Open-Set Living Need Prediction with Large Language Models ACL 2025 Open-World Evaluation for Retrieving Diverse Perspectives NAACL 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 Optimizing Multi-Hop Document Retrieval Through Intermediate Representations ACL 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025