conftrace_

retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry ACL 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025
EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ACL 2025
FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025
R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression ACL 2025
Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ACL 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025
RASD: Retrieval-Augmented Speculative Decoding ACL 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ACL 2025
Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025
Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025
Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025
NeoQA: Evidence-based Question Answering with Generated News Events ACL 2025
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control ACL 2025
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization ACL 2025
PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025