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Information Retrieval

478 directly classified papers

Papers per year

Papers

Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025
Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025
Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
Understanding Microtargeting Pattern on Social Media AAAI 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages SEMEVAL 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025