document ranking

Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation ACL 2026 BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination ACL 2026 MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation AAAI 2026 Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction COLING 2025 CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025 Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025 Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Multi-Field Adaptive Retrieval ICLR 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025 The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora EMNLP 2025 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ACL 2024 Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing EMNLP 2024 DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities EMNLP 2024 Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024 Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion COLING 2024 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024 Learning to Rank Salient Content for Query-focused Summarization EMNLP 2024 STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024 FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023 How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023 Is the ranking of PubMed similar articles good enough? An evaluation of text similarity methods for three datasets ACL 2023