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Bibliographic Details
Main Authors:	Chan, Chi-Min, Xu, Chunpu, Yuan, Ruibin, Luo, Hongyin, Xue, Wei, Guo, Yike, Fu, Jie
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2404.00610
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ImpRAG: Retrieval-Augmented Generation with Implicit Queries
by: Zhang, Wenzheng, et al.
Published: (2025)

DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
by: Khan, Saadat Hasan, et al.
Published: (2026)

You Know What I'm Saying: Jailbreak Attack via Implicit Reference
by: Wu, Tianyu, et al.
Published: (2024)

DACL-RAG: Data Augmentation Strategy with Curriculum Learning for Retrieval-Augmented Generation
by: Wang, Shaohan, et al.
Published: (2025)

MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
by: Tang, Yixuan, et al.
Published: (2024)

RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation
by: Wang, Shuting, et al.
Published: (2024)

Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers
by: Sawarkar, Kunal, et al.
Published: (2024)

Graceful Forgetting in Generative Language Models
by: Jiang, Chunyang, et al.
Published: (2025)

Importance Weighting Can Help Large Language Models Self-Improve
by: Jiang, Chunyang, et al.
Published: (2024)

PICOs-RAG: PICO-supported Query Rewriting for Retrieval-Augmented Generation in Evidence-Based Medicine
by: Sun, Mengzhou, et al.
Published: (2025)

REX-RAG: Reasoning Exploration with Policy Correction in Retrieval-Augmented Generation
by: Jiang, Wentao, et al.
Published: (2025)

Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall
by: Qi, Zehan, et al.
Published: (2024)

LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation
by: Li, Shaojun, et al.
Published: (2024)

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
by: Yang, Diji, et al.
Published: (2024)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
by: Xiao, Yang, et al.
Published: (2025)

P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task
by: Xu, Weiye, et al.
Published: (2024)

DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning
by: Sun, Qingyun, et al.
Published: (2025)

Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
by: Wu, Yin, et al.
Published: (2025)

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
by: Jiang, Jinhao, et al.
Published: (2024)

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation
by: Hu, Chan-Wei, et al.
Published: (2025)

BayesRAG: Probabilistic Mutual Evidence Corroboration for Multimodal Retrieval-Augmented Generation
by: Li, Xuan, et al.
Published: (2026)

PrefRAG: Preference-Driven Multi-Source Retrieval Augmented Generation
by: Zhao, Qingfei, et al.
Published: (2024)

Zero-RAG: Towards Retrieval-Augmented Generation with Zero Redundant Knowledge
by: Luo, Qi, et al.
Published: (2025)

FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
by: Zhang, Zhuocheng, et al.
Published: (2025)

TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG
by: Zhang, Tianhua, et al.
Published: (2026)

ConfRAG: Confidence-Guided Retrieval-Augmenting Generation
by: Huang, Yin, et al.
Published: (2025)

Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information
by: Zhu, Hongyin
Published: (2023)

MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
by: Chang, Chia-Yuan, et al.
Published: (2024)

Addition is All You Need for Energy-efficient Language Models
by: Luo, Hongyin, et al.
Published: (2024)

Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
by: Liu, Dongqi, et al.
Published: (2026)

Retrieval-Augmented Generation with Graphs (GraphRAG)
by: Han, Haoyu, et al.
Published: (2024)

A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces
by: Du, Mingxuan, et al.
Published: (2026)

DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation
by: Wang, Shuting, et al.
Published: (2024)

Biomedical Literature Q&A System Using Retrieval-Augmented Generation (RAG)
by: Garg, Mansi, et al.
Published: (2025)

DuetRAG: Collaborative Retrieval-Augmented Generation
by: Jiao, Dian, et al.
Published: (2024)

Loops On Retrieval Augmented Generation (LoRAG)
by: Thakur, Ayush, et al.
Published: (2024)

Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
by: Cong, Youan, et al.
Published: (2024)

Query Suggestion for Retrieval-Augmented Generation via Dynamic In-Context Learning
by: Spaeh, Fabian, et al.
Published: (2026)

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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