conftrace_

document ranking

74 papers

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Co-occurring keywords

information retrieval (1514) document retrieval (228) large language model (13587) learning to rank (185) retrieval-augmented generation (1592) passage ranking (36) question answering (2963) neural ranking (43) neural ranking model (15) passage retrieval (144)

Papers

MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation AAAI 2026
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
CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025
Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora EMNLP 2025
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction COLING 2025
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
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
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ACL 2024
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval NIPS 2023
Is the ranking of PubMed similar articles good enough? An evaluation of text similarity methods for three datasets ACL 2023
How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023