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Bibliographic Details
Main Authors:	Wang, Peng, Tao, Xilin, Yao, Siyi, Wu, Jiageng, Zou, Yuntao, Tian, Zhuotao, Qin, Libo, Li, Dagang
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2601.05004
Tags:	Add Tag No Tags, Be the first to tag this record!

What Factors Affect LLMs and RLLMs in Financial Question Answering?
by: Wang, Peng, et al.
Published: (2025)

FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations
by: Hu, Xuesi, et al.
Published: (2026)

Arithmetic Kei Theory
by: Davis, Ariel, et al.
Published: (2024)

Zero-Shot Subject-Centric Generation for Creative Application Using Entropy Fusion
by: Zou, Kaifeng, et al.
Published: (2025)

Beyond Subculture and Post‐Subculture: Embracing Sensitizing Concepts
by: Philip Lewin
Published: (2025)

Jejuri and the Poetics of Subcultural Resistance
by: Huzaifa Pandit
Published: (2017)

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
by: Wang, Chengyao, et al.
Published: (2024)

Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
by: Zhang, Chenyuan, et al.
Published: (2026)

Self-Destructive Language Model
by: Wang, Yuhui, et al.
Published: (2025)

Resolving Discrepancies in Compute-Optimal Scaling of Language Models
by: Porian, Tomer, et al.
Published: (2024)

Formation of Subcultures: Resistance to Hegemony of Dominant Class
by: Erfan K
Published: (2017)

Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation
by: Shao, Tong, et al.
Published: (2024)

LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model
by: Yang, Senqiao, et al.
Published: (2023)

Resolving Sentiment Discrepancy for Multimodal Sentiment Detection via Semantics Completion and Decomposition
by: Wu, Daiqing, et al.
Published: (2024)

Scalable Language Model with Generalized Continual Learning
by: Peng, Bohao, et al.
Published: (2024)

LinkTo-Anime: A 2D Animation Optical Flow Dataset from 3D Model Rendering
by: Feng, Xiaoyi, et al.
Published: (2025)

Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds
by: WU, Jiageng, et al.
Published: (2024)

OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
by: Peng, Bohao, et al.
Published: (2024)

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
by: Chen, Qiguang, et al.
Published: (2025)

Mitigating Object Hallucinations via Sentence-Level Early Intervention
by: Peng, Shangpin, et al.
Published: (2025)

Unified Language-driven Zero-shot Domain Adaptation
by: Yang, Senqiao, et al.
Published: (2024)

Can Oscillatory and Persistent Nonlinearities Be Bridged in Black Hole Ringdown?
by: Shi, Jun-Xi, et al.
Published: (2026)

SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation
by: Li, Wei, et al.
Published: (2025)

LISA: Reasoning Segmentation via Large Language Model
by: Lai, Xin, et al.
Published: (2023)

Selling the Sea: A study of conflict over marine tenure in Kei Islands, Eastern Indonesia
by: Supriadi Adhuri, Dedi
Published: (2013)

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models
by: Peng, Zuquan, et al.
Published: (2025)

Through the Prism of Culture: Evaluating LLMs' Understanding of Indian Subcultures and Traditions
by: Chhikara, Garima, et al.
Published: (2025)

Connecting Collectivism and Commitment: The Role of Faith‐Based Subcultures in Business and Society
by: Bradley G. Winton, et al.
Published: (2026)

Improving Language Model Reasoning with Self-motivated Learning
by: Feng, Yunlong, et al.
Published: (2024)

Cognitive Assessment of Dementia Patients Using Large Language Models
by: Jiageng Wu, et al.
Published: (2025)

Semantic Communication Networks Empowered Artificial Intelligence of Things
by: Wang, Yuntao
Published: (2024)

FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
by: Fan, Ziyang, et al.
Published: (2026)

CalibCLIP: Contextual Calibration of Dominant Semantics for Text-Driven Image Retrieval
by: Kang, Bin, et al.
Published: (2025)

Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey
by: Shou, Yuntao, et al.
Published: (2025)

DOSA: A Dataset of Social Artifacts from Different Indian Geographical Subcultures
by: Seth, Agrima, et al.
Published: (2024)

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation
by: Ning, Zhenhua, et al.
Published: (2025)

Large Language Model for Predicting Altered Mental Status in Dementia Patients Using Electronic Health Records
by: Jiageng Wu, et al.
Published: (2025)

Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training
by: Wu, Xiaoyang, et al.
Published: (2023)

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
by: Li, Yinghui, et al.
Published: (2024)

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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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