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Papers
Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering
ACL 2025
Open-World Evaluation for Retrieving Diverse Perspectives
NAACL 2025
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations
ACL 2025
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization
ACL 2025
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
NAACL 2025
QBR – A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public
IJCAI 2025
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning
EMNLP 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training
ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
ACL 2025
Regulatory Question-Answering using Generative AI
COLING 2025
Retrieval-Augmented Generation with Estimation of Source Reliability
EMNLP 2025
RIRAG: A Bi-Directional Retrieval-Enhanced Framework for Financial Legal QA in ObliQA Shared Task
COLING 2025
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey
IJCNLP 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval
EMNLP 2025
Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
EMNLP 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive
EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models
EMNLP 2025
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval
SemEval 2025
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval
ACL 2025
Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation
EMNLP 2025
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain
ACL 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
EMNLP 2025
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator
EMNLP 2024
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval
ACL 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
NeurIPS 2024