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

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ACL 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025
Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025
Large Language Models are Good Relational Learners ACL 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025
WebWalker: Benchmarking LLMs in Web Traversal ACL 2025
S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025
HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL 2025
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs ACL 2025
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025