Information Retrieval

Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025 CSPLADE: Learned Sparse Retrieval with Causal Language Models IJCNLP 2025 CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025 CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SemEval 2025 CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025 Database-Augmented Query Representation for Information Retrieval EMNLP 2025 Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025 Data Void Exploits: Tracking & Mitigation Strategies (Extended Abstract) IJCAI 2025 DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains IJCAI 2025 DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation EMNLP 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025 Dense Retrieval with Quantity Comparison Intent ACL 2025 Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025 Descriptive and Discriminative Document Identifiers for Generative Retrieval AAAI 2025 DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization NAACL 2025 Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025 Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025 DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale ACL 2025 Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 2025 DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025 DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation NAACL 2025 DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management EMNLP 2025