Information Retrieval

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025 Enhancing Retrieval Systems with Inference-Time Logical Reasoning ACL 2025 Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025 ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025 Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025 Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025 Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval EMNLP 2025 Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025 FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025 From Sparse to Complete: Semantic Understanding Based on Stroke Evolution in On-the-fly Sketch-based Image Retrieval IJCAI 2025 GeAR: Generation Augmented Retrieval ACL 2025 GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025 GIIM: A Graph Information Integration Method for Chinese-Kazakh CLIR ACML 2025 GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025 GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer Interspeech 2025 Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems ACL 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025 ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025 Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025 LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025 Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SemEval 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025