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Main Authors:	Azher, Ibrahim Al, Mokarrama, Miftahul Jannat, Guo, Zhishuai, Choudhury, Sagnik Ray, Alhoori, Hamed
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Machine Learning
Online Access:	https://arxiv.org/abs/2503.16561
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Quantifying the Relevance of Youth Research Cited in the US Policy Documents
by: Mokarrama, Miftahul Jannat, et al.
Published: (2025)

Multi-Agent LLMs for Generating Research Limitations
by: Azher, Ibrahim Al, et al.
Published: (2025)

Examining the Representation of Youth in the US Policy Documents through the Lens of Research
by: Mokarrama, Miftahul Jannat, et al.
Published: (2025)

LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
by: Azhar, Ibrahim Al, et al.
Published: (2025)

Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach
by: Akella, Akhil Pandey, et al.
Published: (2024)

From Theory to Practice: Code Generation Using LLMs for CAPEC and CWE Frameworks
by: Shahzad, Murtuza, et al.
Published: (2026)

Cutting through the noise to motivate people: A comprehensive analysis of COVID-19 social media posts de/motivating vaccination
by: Rahman, Ashiqur, et al.
Published: (2024)

S-GRADES -- Studying Generalization of Student Response Assessments in Diverse Evaluative Settings
by: Seuti, Tasfia, et al.
Published: (2026)

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions
by: Kulkarni, Adithya, et al.
Published: (2025)

Proposing a Framework for Machine Learning Adoption on Legacy Systems
by: Rahman, Ashiqur, et al.
Published: (2025)

SimulRAG: Simulator-based RAG for Grounding LLMs in Long-form Scientific QA
by: Xu, Haozhou, et al.
Published: (2025)

A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models
by: Kamal, Sadia, et al.
Published: (2025)

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
by: Oche, Agada Joseph, et al.
Published: (2025)

Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization
by: Zamani, Hamed, et al.
Published: (2024)

Dataset Mention Extraction in Scientific Articles Using Bi-LSTM-CRF Model
by: Zeng, Tong, et al.
Published: (2024)

Public interest in science or bots? Selective amplification of scientific articles on Twitter
by: Rahman, Ashiqur, et al.
Published: (2024)

Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
by: Guo, Xu, et al.
Published: (2024)

LFQA-HP-1M: A Large-Scale Human Preference Dataset for Long-Form Question Answering
by: Jahan, Rafid Ishrak, et al.
Published: (2026)

TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
by: Weng, Gwen Yidou, et al.
Published: (2025)

Generation, Evaluation, and Explanation of Novelists' Styles with Single-Token Prompts
by: Rezaei, Mosab, et al.
Published: (2025)

GenSelect: A Generative Approach to Best-of-N
by: Toshniwal, Shubham, et al.
Published: (2025)

Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports
by: Nemkova, Poli A., et al.
Published: (2025)

Evaluation Framework for Highlight Explanations of Context Utilisation in Language Models
by: Sun, Jingyi, et al.
Published: (2025)

Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models
by: Azarbonyad, Hosein, et al.
Published: (2025)

WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles
by: Pakull, Tabea M. G., et al.
Published: (2024)

The Future of Scientific Publishing: Automated Article Generation
by: Harper, Jeremy R.
Published: (2024)

Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship
by: Baker, Zachary R., et al.
Published: (2024)

Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
by: Efat, Azher Ahmed, et al.
Published: (2026)

ClaimIQ at CheckThat! 2025: Comparing Prompted and Fine-Tuned Language Models for Verifying Numerical Claims
by: Anik, Anirban Saha, et al.
Published: (2025)

Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting
by: Nemkova, Apollinaire Poli, et al.
Published: (2025)

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)
by: Cai, Yucheng, et al.
Published: (2024)

RAGProbe: An Automated Approach for Evaluating RAG Applications
by: Sivasothy, Shangeetha, et al.
Published: (2024)

Can Public LLMs be used for Self-Diagnosis of Medical Conditions ?
by: Balasubramanian, Nikil Sharan Prabahar, et al.
Published: (2024)

FutureFill: Fast Generation from Convolutional Sequence Models
by: Agarwal, Naman, et al.
Published: (2024)

HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling
by: Zhou, Chulun, et al.
Published: (2025)

Faculty Perspectives on the Potential of RAG in Computer Science Higher Education
by: Dakshit, Sagnik
Published: (2024)

Deep Learning Detection Method for Large Language Models-Generated Scientific Content
by: Alhijawi, Bushra, et al.
Published: (2024)

Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction
by: Mersha, Melkamu, et al.
Published: (2024)

Scaling Open-Ended Reasoning to Predict the Future
by: Chandak, Nikhil, 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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