information retrieval

1493 papers

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Also known as

IR

Co-occurring keywords

large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification EMNLP 2025

Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025

Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation IJCNLP 2025

PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025

MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025

TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025

OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025

TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025

Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025

The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025

GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025

Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025

Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025

From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025

SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025

AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025

GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025

QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025

Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025

Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025

CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025