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Information Retrieval

238 directly classified papers

Papers per year

Papers

Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models 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
Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025
Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios EMNLP 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy CVPR 2025
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025
ConceptCarve: Dynamic Realization of Evidence ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025
PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking ACL 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025
MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation CVPR 2025
How Well Do Large Language Models Extract Keywords? A Systematic Evaluation on Scientific Corpora NAACL 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark CVPR 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024