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Bibliographic Details
Main Authors:	Kumar, Atul, Gupta, Nisha, Dana, Saswati
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence
Online Access:	https://arxiv.org/abs/2504.09877
Tags:	Add Tag No Tags, Be the first to tag this record!

Automated Construction of Theme-specific Knowledge Graphs
by: Ding, Linyi, et al.
Published: (2024)

Building FKG.in: a Knowledge Graph for Indian Food
by: Gupta, Saransh Kumar, et al.
Published: (2024)

Enhancing Technical Documents Retrieval for RAG
by: Lai, Songjiang, et al.
Published: (2025)

Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema
by: Feng, Xiaohan, et al.
Published: (2024)

Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models
by: Sun, Qiang, et al.
Published: (2024)

Ontology Learning and Knowledge Graph Construction: A Comparison of Approaches and Their Impact on RAG Performance
by: da Cruz, Tiago, et al.
Published: (2025)

Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models
by: Yong, Qian, et al.
Published: (2025)

Large Language Model Powered Decision Support for a Metal Additive Manufacturing Knowledge Graph
by: Khan, Muhammad Tayyab, et al.
Published: (2025)

LARAG: Link-Aware Retrieval Strategy for RAG Systems in Hyperlinked Technical Documentation
by: Bolognesi, Giorgia, et al.
Published: (2026)

Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph
by: Xia, Feng, et al.
Published: (2025)

Knowledge Graph Pruning for Recommendation
by: Lin, Fake, et al.
Published: (2024)

Graphs RAG at Scale: Beyond Retrieval-Augmented Generation With Labeled Property Graphs and Resource Description Framework for Complex and Unknown Search Spaces
by: Tadayon, Manie, et al.
Published: (2026)

Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model
by: Zhang, YiChi, et al.
Published: (2024)

Representing Web Applications As Knowledge Graphs
by: Chandrasekharuni, Yogesh
Published: (2024)

Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph
by: Zhang, Xiaoxiong, et al.
Published: (2024)

Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments
by: Bhattacharyya, Aniket, et al.
Published: (2025)

Accelerating Medical Knowledge Discovery through Automated Knowledge Graph Generation and Enrichment
by: Khalid, Mutahira, et al.
Published: (2024)

Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation
by: Han, Jinkun, et al.
Published: (2025)

RecKG: Knowledge Graph for Recommender Systems
by: Kwon, Junhyuk, et al.
Published: (2025)

GEAKG: Generative Executable Algorithm Knowledge Graphs
by: Sartori, Camilo Chacón, et al.
Published: (2026)

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)

An Automatic Graph Construction Framework based on Large Language Models for Recommendation
by: Shan, Rong, et al.
Published: (2024)

Leveraging Knowledge Graph Embedding for Effective Conversational Recommendation
by: Xia, Yunwen, et al.
Published: (2024)

SUMMIR: A Hallucination-Aware Framework for Ranking Sports Insights from LLMs
by: Kumar, Nitish, et al.
Published: (2026)

Beyond Predefined Schemas: TRACE-KG for Context-Enriched Knowledge Graphs from Complex Documents
by: Abolhasani, Mohammad Sadeq, et al.
Published: (2026)

Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
by: Yang, Yuxin, et al.
Published: (2025)

An Ecosystem for Personal Knowledge Graphs: A Survey and Research Roadmap
by: Skjæveland, Martin G., et al.
Published: (2023)

Comprehending Knowledge Graphs with Large Language Models for Recommender Systems
by: Cui, Ziqiang, et al.
Published: (2024)

HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
by: Wang, Nengbo, et al.
Published: (2026)

TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
by: Singh, Kanwar Bharat
Published: (2026)

GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs
by: Gader, Amel, et al.
Published: (2025)

ChartKG: A Knowledge-Graph-Based Representation for Chart Images
by: Zhou, Zhiguang, et al.
Published: (2024)

InBox: Recommendation with Knowledge Graph using Interest Box Embedding
by: Xu, Zezhong, et al.
Published: (2024)

GRADA: Graph-based Reranking against Adversarial Documents Attack
by: Zheng, Jingjie, et al.
Published: (2025)

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
by: Thakur, Nandan, et al.
Published: (2025)

How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
by: Huang, Manzong, et al.
Published: (2025)

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
by: Jeon, Minhye, et al.
Published: (2024)

Multi-Level Graph Attention Network Contrastive Learning for Knowledge-Aware Recommendation
by: Hu, Zhifei, et al.
Published: (2026)

LIT-GRAPH: Evaluating Deep vs. Shallow Graph Embeddings for High-Quality Text Recommendation in Domain-Specific Knowledge Graphs
by: Gelal, Nirmal, et al.
Published: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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