conftrace_
← Learning Types
Machine Learning › Learning Types ›

Retrieval-Augmented Generation

573 papers

Papers per year

6
1
5
12
32
71
113
333

Papers

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025
Towards Style Alignment in Cross-Cultural Translation ACL 2025
Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025
Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025
ACL 2025 Industry Track: Overview ACL 2025
Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025
Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025
OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025