Information Retrieval

MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks ACL 2026 NCL at SemEval-2026 Task 8: Deterministic Small-LLM RAG with Relation Classification SemEval 2026 NEAT-IR: Neural Explainable Analysis Tool for Information Retrieval ACL 2026 Nested Browser-Use Learning for Agentic Information Seeking ACL 2026 NEST: Nested Evidence Survival for Retrieval ACL 2026 Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval ACL 2026 One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness ACL 2026 Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework ACL 2026 PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing ACL 2026 PinPoint: Evaluation of Composed Image Retrieval with Explicit Negatives, Multi-Image Queries, and Paraphrase Testing CVPR 2026 PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts ACL 2026 Polito Team at SemEval-2026 Task 8: Scaling Multi-Turn RAG: High-Performance Parallelized Pipeline for the MTRAG Benchmark SemEval 2026 PRInTS: Reward Modeling for Long-Horizon Information Seeking ACL 2026 Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection CVPR 2026 Quota-Calibrated Fine-Grained Alignment with Context-Aware Marginals for Text-based Person Retrieval CVPR 2026 R^3AG: Retriever Routing for Retrieval-Augmented Generation ACL 2026 R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms ACL 2026 RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations SemEval 2026 RAGTUM at SemEval-2026 Task 8: Contextual Query Rewriting and Dense Retrieval for Multi-Turn RAG SemEval 2026 RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection ACL 2026 RATE: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems ACL 2026 Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ACL 2026 ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval ACL 2026 ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability ACL 2026 REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation ACL 2026