Computation and Language · Computer Science
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain
Emanuele Musumeci, Michele Brienza, Vincenzo Suriani, Daniele Nardi +1
2024-02-26
Information Retrieval · Computer Science
Improving Retrieval for RAG based Question Answering Models on Financial Documents
Spurthi Setty, Harsh Thakkar, Alyssa Lee, Eden Chung +1
2024-08-02
Computation and Language · Computer Science
Understanding Retrieval Augmentation for Long-Form Question Answering
Hung-Ting Chen, Fangyuan Xu, Shane Arora, Eunsol Choi
2025-10-07
Computation and Language · Computer Science
Retrieval-Generation Synergy Augmented Large Language Models
Zhangyin Feng, Xiaocheng Feng, Dezhi Zhao, Maojin Yang +1
2023-10-10
Computation and Language · Computer Science
ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation
One Octadion, Bondan Sapta Prakoso, Nanang Yudi Setiawan, Novanto Yudistira
2025-11-06
Computation and Language · Computer Science
LLatrieval: LLM-Verified Retrieval for Verifiable Generation
Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin +2
2024-03-28
Information Retrieval · Computer Science
Redefining Information Retrieval of Structured Database via Large Language Models
Mingzhu Wang, Yuzhe Zhang, Qihang Zhao, Junyi Yang +1
2024-11-21
Computation and Language · Computer Science
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
Taolin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang +4
2024-06-26
Information Retrieval · Computer Science
An Evaluation Framework for Attributed Information Retrieval using Large Language Models
Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier +3
2024-09-13
Computation and Language · Computer Science
Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities
Yaping Chai, Haoran Xie, Joe S. Qin
2025-02-03
Computation and Language · Computer Science
Large Language Models are Built-in Autoregressive Search Engines
Noah Ziems, Wenhao Yu, Zhihan Zhang, Meng Jiang
2023-05-17
Computation and Language · Computer Science
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong +2
2025-09-16
Computation and Language · Computer Science
Reimagining Retrieval Augmented Language Models for Answering Queries
Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James +3
2023-06-05
Computation and Language · Computer Science
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
Sensen Gao, Shanshan Zhao, Xu Jiang, Lunhao Duan +6
2026-04-21
Artificial Intelligence · Computer Science
Cognitive-Aligned Document Selection for Retrieval-augmented Generation
Bingyu Wan, Fuxi Zhang, Zhongpeng Qi, Jiayi Ding +4
2025-02-18
Information Retrieval · Computer Science
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu +1
2024-12-06
Artificial Intelligence · Computer Science
Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models
Antony Seabra, Claudio Cavalcante, Joao Nepomuceno, Lucas Lago +2
2024-12-25
Computation and Language · Computer Science
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness
Lingnan Xu, Chong Feng, Kaiyuan Zhang, Liu Zhengyong +2
2025-10-07
Computation and Language · Computer Science
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning
Sai Munikoti, Anurag Acharya, Sridevi Wagle, Sameera Horawalavithana
2023-11-09
Information Retrieval · Computer Science
Harnessing the Power of Reinforcement Learning for Language-Model-Based Information Retriever via Query-Document Co-Augmentation
Jingming Liu, Yumeng Li, Wei Shi, Yao-Xiang Ding +2
2025-06-24