Paper "retrieval-augmented generation" Papers

12 papers found

An Embodied AR Navigation Agent: Integrating BIM with Retrieval-Augmented Generation for Language Guidance

Hsuan-Kung Yang, Tsu-Ching Hsiao, Ryoichiro Oka et al.

ISMAR 2025paperarXiv:2508.16602
1
citations

CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

Boyi Deng, Wenjie Wang, Fengbin Zhu et al.

AAAI 2025paperarXiv:2406.11497
19
citations

Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization

Adithya Pratapa, Teruko Mitamura

COLM 2025paperarXiv:2504.12972

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

Derong Xu, Xinhang Li, Ziheng Zhang et al.

AAAI 2025paperarXiv:2412.18537
34
citations

IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation

Kazuki Hayashi, Hidetaka Kamigaito, Shinya Kouda et al.

COLM 2025paperarXiv:2505.08450
3
citations

KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models

Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao et al.

AAAI 2025paperarXiv:2408.03297
11
citations

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models

Yujing Wang, Hainan Zhang, Liang Pang et al.

AAAI 2025paperarXiv:2408.17072
8
citations

One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models

Yutao Zhu, Zhaoheng Huang, Zhicheng Dou et al.

AAAI 2025paperarXiv:2405.19670
9
citations

ReasonIR: Training Retrievers for Reasoning Tasks

Rulin Shao, Rui Qiao, Varsha Kishore et al.

COLM 2025paperarXiv:2504.20595
44
citations

SCALM: Detecting Bad Practices in Smart Contracts Through LLMs

Zongwei Li, Xiaoqi Li, Wenkai Li et al.

AAAI 2025paperarXiv:2502.04347
35
citations

Benchmarking Large Language Models in Retrieval-Augmented Generation

Jiawei Chen, Hongyu Lin, Xianpei Han et al.

AAAI 2024paperarXiv:2309.01431
475
citations

Graph Neural Prompting with Large Language Models

Yijun Tian, Huan Song, Zichen Wang et al.

AAAI 2024paperarXiv:2309.15427
77
citations