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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey AACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25 EMNLP 2025
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025
Improving Document Retrieval Coherence for Semantically Equivalent Queries AACL 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
ACL-rlg: A Dataset for Reading List Generation COLING 2025
ClaimCatchers at SemEval-2025 Task 7: Sentence Transformers for Claim Retrieval SEMEVAL 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SEMEVAL 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025