information retrieval

Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers ICLR 2025 A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025 Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025 AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025 Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025 Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025 Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5 NAACL 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models ICLR 2025 Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance EMNLP 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Beyond the Haystack: Sensitivity to Context in Legal Reference Recall EMNLP 2025 bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla AACL 2025 Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models ICLR 2025 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025 Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025 CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025 CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025