Information Retrieval

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026 The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026 The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents (Abstract Reprint) AAAI 2026 Thesis Proposal: Auditing and Mitigating Demographic Bias in Multi-Stage Retrieval Systems for Criminal Justice Applications ACL 2026 Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval AAAI 2026 tiberiucarp at MWE-2026 AdMIRe 2: GLIMMER-Gloss-based Image Multiword Meaning Expression Ranker EACL 2026 Trove: A Flexible Toolkit for Dense Retrieval EACL 2026 uircis at SemEval-2026 Task 8: A Unified Lightweight Pipeline for Multi-Turn RAG Evaluation SemEval 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026 VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation AAAI 2026 VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026 What Makes an Ideal Quote? Recommending “Unexpected yet Rational” Quotations via Novelty ACL 2026 When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval ACL 2026 Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains EACL 2026 Why Large Language Models can Secretly Outperform Embedding Similarity in Information Retrieval ACL 2026 Wikatoni: An Agentic AI System for Energy Engineering Workflows AAAI 2026 Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026 You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025 Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 ACL-rlg: A Dataset for Reading List Generation COLING 2025 A Compliance Checking Framework Based on Retrieval Augmented Generation COLING 2025