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Information Retrieval

238 directly classified papers

Papers per year

Papers

MemoVision: A Digital Catalog for Everyday Interactions AAAI 2026
Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models AAAI 2026
RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025
Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025
ConceptCarve: Dynamic Realization of Evidence 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
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy CVPR 2025
Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting AAAI 2025
PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025
How Well Do Large Language Models Extract Keywords? A Systematic Evaluation on Scientific Corpora NAACL 2025
Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025
KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval EMNLP 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025