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Information Retrieval

2362 directly classified papers

Papers per year

Papers

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025
Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025
Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025
From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025
The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025
Automotive Document Labeling Using Large Language Models EMNLP 2025
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval EMNLP 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25 EMNLP 2025
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking EMNLP 2025
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025