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Bibliographic Details
Main Authors:	Sudheendra, Smitha Muthya, Zhang, Zhongxing, Cao, Wenwen, Huh, Jisu, Srivastava, Jaideep
Format:	Preprint
Published:	2025
Subjects:	Computers and Society
Online Access:	https://arxiv.org/abs/2511.12966
Tags:	Add Tag No Tags, Be the first to tag this record!

ReasonScaffold: A Scaffolded Reasoning-based Annotation Protocol for Human-AI Co-Annotation
by: Sudheendra, Smitha Muthya, et al.
Published: (2026)

CMV-Fuse: Cross Modal-View Fusion of AMR, Syntax, and Knowledge Representations for Aspect Based Sentiment Analysis
by: Sudheendra, Smitha Muthya, et al.
Published: (2025)

BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection
by: Zhang, Zhongxing, et al.
Published: (2026)

Amplifying Academic Research through YouTube: Engagement Metrics as Predictors of Citation Impact
by: Zagovora, Olga, et al.
Published: (2024)

The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection
by: Nandi, Arghodeep, et al.
Published: (2025)

Sentiment-aware Enhancements of PageRank-based Citation Metric, Impact Factor, and H-index for Ranking the Authors of Scholarly Articles
by: Gupta, Shikha, et al.
Published: (2024)

Rethinking Review Citations: Impact on Scientific Integrity
by: Aguilar-Ruiz, Jesus S.
Published: (2025)

Hidden Citations Obscure True Impact in Science
by: Meng, Xiangyi, et al.
Published: (2023)

Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education
by: Kumar, Smitha, et al.
Published: (2025)

GeoAI in Social Science
by: Li, Wenwen
Published: (2023)

Viblio: Introducing Credibility Signals and Citations to Video-Sharing Platforms
by: Hughes, Emelia, et al.
Published: (2024)

Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
by: Chehbouni, Khaoula, et al.
Published: (2024)

Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition
by: Dominguez-Catena, Iris, et al.
Published: (2023)

Source Coverage and Citation Bias in LLM-based vs. Traditional Search Engines
by: Zhang, Peixian, et al.
Published: (2025)

Beyond Text: Characterizing Domain Expert Needs in Document Research
by: Gururaja, Sireesh, et al.
Published: (2025)

The Provenance Problem: LLMs and the Breakdown of Citation Norms
by: Earp, Brian D., et al.
Published: (2025)

Prompt Transfer for Dual-Aspect Cross Domain Cognitive Diagnosis
by: Liu, Fei, et al.
Published: (2024)

CheckIfExist: Detecting Citation Hallucinations in the Era of AI-Generated Content
by: Abbonato, Diletta
Published: (2026)

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models
by: Shin, Jisu, et al.
Published: (2024)

Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach
by: Ko, Changgeon, et al.
Published: (2024)

Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models
by: Zhang, Jiale, et al.
Published: (2024)

Question the Questions: Auditing Representation in Online Deliberative Processes
by: De, Soham, et al.
Published: (2025)

On The Conceptualization and Societal Impact of Cross-Cultural Bias
by: Bhandari, Vitthal
Published: (2025)

Are LLMs Ready for Computer Science Education? A Cross-Domain, Cross-Lingual and Cognitive-Level Evaluation Using Professional Certification Exams
by: Gao, Chen, et al.
Published: (2026)

RoleConflictBench: A Benchmark of Role Conflict Scenarios for Evaluating LLMs' Contextual Sensitivity
by: Shin, Jisu, et al.
Published: (2025)

On the Impact of 3D Visualization of Repository Metrics in Software Engineering Education
by: Di Dario, Dario, et al.
Published: (2024)

A Cross-Domain Study of the Use of Persuasion Techniques in Online Disinformation
by: Leite, João A., et al.
Published: (2024)

Head-wise Shareable Attention for Large Language Models
by: Cao, Zouying, et al.
Published: (2024)

Linguistic Uncertainty and Reply Engagement on X: A Cross-Domain Replication of the Uncertainty-Reply Asymmetry
by: Soufan, Mohamed
Published: (2026)

Fusion of the Power from Citations: Enhance your Influence by Integrating Information from References
by: Qi, Cong, et al.
Published: (2023)

Beyond the Headlines: Understanding Sentiments and Morals Impacting Female Employment in Spain
by: Araque, Oscar, et al.
Published: (2024)

Empirical Growing Networks vs Minimal Models: Evidence and Challenges from Software Heritage and APS Citation Datasets
by: Rousseau, Guillaume
Published: (2025)

Using Bibliometrics to Detect Unconventional Authorship Practices and Examine Their Impact on Global Research Metrics, 2019-2023
by: Meho, Lokman I., et al.
Published: (2024)

Beyond Translation: Cross-Cultural Meme Transcreation with Vision-Language Models
by: Zhao, Yuming, et al.
Published: (2026)

CausalCite: A Causal Formulation of Paper Citations
by: Kumar, Ishan, et al.
Published: (2023)

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis
by: Liu, Shuo, et al.
Published: (2025)

The Hidden Cost of Thinking: Energy Use and Environmental Impact of LMs Beyond Pretraining
by: Morrison, Jacob, et al.
Published: (2026)

Engagement, User Satisfaction, and the Amplification of Divisive Content on Social Media
by: Milli, Smitha, et al.
Published: (2023)

Beyond Western Politics: Cross-Cultural Benchmarks for Evaluating Partisan Associations in LLMs
by: Kumar, Divyanshu, 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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