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

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025