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

SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval NAACL 2025

Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025

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

IRSum: One Model to Rule Summarization and Retrieval ACL 2025

Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025

Literature discovery with natural language queries ACL 2025

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025

CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval ACL 2025

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025

ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025

BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025

Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025

Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025

Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025

Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025

Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025

GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025

Open Domain Question Answering with Conflicting Contexts NAACL 2025

FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025

SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025

CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025

Evaluating Large Language Models for Cross-Lingual Retrieval EMNLP 2025