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Information Retrieval

2362 directly classified papers

Papers per year

Papers

TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction AAAI 2026
Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026
RAG-Enhanced Collaborative LLM Agents for Drug Discovery AAAI 2026
Self-Improving Sparse Retrieval Through Heuristic Representation Refinement and Representation-Focused Learning AAAI 2026
DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces AAAI 2026
DTECT: Dynamic Topic Explorer & Context Tracker AAAI 2026
GPTKB v1.5: A Massive Knowledge Base for Exploring Factual LLM Knowledge AAAI 2026
Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026
ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking AAAI 2026
mEOL: Training-Free Instruction-Guided Multimodal Embedder for Vector Graphics and Image Retrieval WACV 2026
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths AAAI 2026
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026
Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations WACV 2026
PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning AAAI 2026
The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection EACL 2026
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation EACL 2026
ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026
Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026
Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026
VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation AAAI 2026
PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026
SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026