Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

23 May 2025

Papers citing "Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation"

11 / 11 papers shown

Title
Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling Yihong Jin Ze Yang 36 3 0 16 Apr 2025
Data Augmentation Through Random Style Replacement Qikai Yang Cheng Ji Huaiying Luo Panfeng Li Zhicheng Ding 55 5 0 14 Apr 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 73 1 0 28 Mar 2025
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning Jerry Huang Siddarth Madala Risham Sidhu Cheng Niu Hao Peng Julia Hockenmaier Tong Zhang LRM RALM 127 4 0 17 Mar 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering Rongzhi Zhu Xiangyu Liu Zequn Sun Yiwei Wang Wei Hu RALM KELM LRM 153 2 0 20 Feb 2025
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects Yiteng Tu Weihang Su Yujia Zhou Yang Liu Qingyao Ai RALM 270 4 0 30 Jan 2025
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding Zhongxiang Sun Qipeng Wang Weijie Yu Xiaoxue Zang Kai Zheng Jun Xu Xiao Zhang Song Yang Han Li LRM 59 8 0 14 Jan 2025
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 104 39 0 11 Jul 2024
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 111 595 0 07 Oct 2022
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 507 41,106 0 28 May 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 91 1,230 0 25 Feb 2020