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Information Retrieval

2362 directly classified papers

Papers per year

Papers

s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 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
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25 EMNLP 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025
Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025
Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025
From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025
Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph 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
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025