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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025
UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy ACL 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
Duluth at SemEval-2025 Task 7: TF-IDF with Optimized Vector Dimensions for Multilingual Fact-Checked Claim Retrieval ACL 2025
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
Evaluating Retrieval Augmented Generation to Communicate UK Climate Change Information ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
Do Voters Get the Information They Want? Understanding Authentic Voter FAQs in the US and How to Improve for Informed Electoral Participation NAACL 2025
MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV 2025
My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025
Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation COLING 2025
Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025