conftrace_

dense retrieval

281 papers

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Also known as

DR

Co-occurring keywords

information retrieval (1514) contrastive learning (4032) passage retrieval (144) retrieval-augmented generation (1592) large language model (13587) question answering (2963) sparse retrieval (35) knowledge distillation (3725) document retrieval (228) representation learning (6206)

Papers

Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025
An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 2025
Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents EMNLP 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025
Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025
CoRet: Improved Retriever for Code Editing ACL 2025
ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025
Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels EMNLP 2025