← Applications
Natural Language Processing › Applications ›

Information Retrieval

2362 directly classified papers

Papers per year

Papers

TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
Calibrating Language Models for Neural Ranking under Noisy Supervision with Relaxed Labels EMNLP 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025
Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
The Power of Simplicity in LLM-Based Event Forecasting ACL 2025
Literature discovery with natural language queries ACL 2025
The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025
Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025