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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025
“What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets EMNLP 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever ACL 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights NAACL 2025
Improving Document Retrieval Coherence for Semantically Equivalent Queries AACL 2025
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs NAACL 2025
Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation COLING 2025
RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey AACL 2025
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models AACL 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025
Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization AACL 2025