information retrieval

1493 papers

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Also known as

IR

Co-occurring keywords

large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025

DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery NAACL 2025

Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025

Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025

CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025

Multi-Conditional Ranking with Large Language Models NAACL 2025

Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025

CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025

Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025

Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025

MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025

Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025

RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025

Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025

MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025

MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025

Evaluating Retrieval Augmented Generation to Communicate UK Climate Change Information ACL 2025

Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025

Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025

CSPLADE: Learned Sparse Retrieval with Causal Language Models IJCNLP 2025

On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025

REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025