Information Retrieval

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 AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels EMNLP 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025 A Video is Worth 10000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval WACV 2025 Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 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 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025 Benchmarking the Benchmarks: Reproducing Climate-Related NLP Tasks ACL 2025 Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 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 Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts ICML 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 Beyond the Haystack: Sensitivity to Context in Legal Reference Recall EMNLP 2025 Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation EMNLP 2025 Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval ICCV 2025 Bilingual BSARD: Extending Statutory Article Retrieval to Dutch COLING 2025 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 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 Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025 Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation ACL 2025