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

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
GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025
Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ACL 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025