Information Retrieval

Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025 Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025 Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval EMNLP 2025 FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025 GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models EMNLP 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025 GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025 HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 How Well Do Large Language Models Extract Keywords? A Systematic Evaluation on Scientific Corpora NAACL 2025 Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy CVPR 2025 Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025 KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025 Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025 Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025 OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025