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Bibliographic Details
Main Author:	Wei, Zichao
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2604.26157
Tags:	Add Tag No Tags, Be the first to tag this record!

How LLMs Distort Our Written Language
by: Abdulhai, Marwa, et al.
Published: (2026)

Differentiating Between Human-Written and AI-Generated Texts Using Automatically Extracted Linguistic Features
by: Georgiou, Georgios P.
Published: (2024)

Distinguishing AI-Generated and Human-Written Text Through Psycholinguistic Analysis
by: Opara, Chidimma
Published: (2025)

Hybrid LLM/Rule-based Approaches to Business Insights Generation from Structured Data
by: Vertsel, Aliaksei, et al.
Published: (2024)

Assessing GPTZero's Accuracy in Identifying AI vs. Human-Written Essays
by: Dik, Selin, et al.
Published: (2025)

Can Large Language Models Automatically Score Proficiency of Written Essays?
by: Mansour, Watheq, et al.
Published: (2024)

From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs
by: Rezazadeh, Alireza, et al.
Published: (2024)

Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
by: Christ, Lukas, et al.
Published: (2024)

Fine-tuning ChatGPT for Automatic Scoring of Written Scientific Explanations in Chinese
by: Yang, Jie, et al.
Published: (2025)

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
by: Han, Simeng, et al.
Published: (2024)

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)

PromptBridge: Cross-Model Prompt Transfer for Large Language Models
by: Wang, Yaxuan, et al.
Published: (2025)

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
by: Ma, Chunlan, et al.
Published: (2024)

Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting
by: Hong, Yijie, et al.
Published: (2025)

Explainable Rule Application via Structured Prompting: A Neural-Symbolic Approach
by: Sadowski, Albert, et al.
Published: (2025)

PRIMO: Progressive Induction for Multi-hop Open Rule Generation
by: Liu, Jianyu, et al.
Published: (2024)

DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation
by: Xu, Chen, et al.
Published: (2024)

Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis
by: Étienne, Aline, et al.
Published: (2024)

One Joke to Rule them All? On the (Im)possibility of Generalizing Humor
by: Turgeman, Mor, et al.
Published: (2025)

RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
by: Chen, Zhongwu, et al.
Published: (2024)

Learning-free L2-Accented Speech Generation using Phonological Rules
by: Lertpetchpun, Thanathai, et al.
Published: (2026)

RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts
by: Rad, Mohammad Heydari, et al.
Published: (2024)

RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
by: Zhou, Ruiwen, et al.
Published: (2024)

ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
by: Luo, Linhao, et al.
Published: (2023)

Plan-and-Write: Structure-Guided Length Control for LLMs without Model Retraining
by: Akinfaderin, Adewale, et al.
Published: (2025)

Rule-driven News Captioning
by: Xu, Ning, et al.
Published: (2024)

Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs
by: Hu, Zichao, et al.
Published: (2024)

Hands-Free VR
by: Fernandez, Jorge Askur Vazquez, et al.
Published: (2024)

Explorable Theorems: Making Written Theorems Explorable by Grounding Them in Formal Representations
by: Kambhamettu, Hita, et al.
Published: (2026)

SDA: Steering-Driven Distribution Alignment for Open LLMs without Fine-Tuning
by: Xia, Wei, et al.
Published: (2025)

Evaluating Students' Open-ended Written Responses with LLMs: Using the RAG Framework for GPT-3.5, GPT-4, Claude-3, and Mistral-Large
by: Jauhiainen, Jussi S., et al.
Published: (2024)

De Jure: Iterative LLM Self-Refinement for Structured Extraction of Regulatory Rules
by: Guliani, Keerat, et al.
Published: (2026)

Rule by Rule: Learning with Confidence through Vocabulary Expansion
by: Nössig, Albert, et al.
Published: (2024)

Scaling Reasoning without Attention
by: Zhao, Xueliang, et al.
Published: (2025)

Large Language Models can Learn Rules
by: Zhu, Zhaocheng, et al.
Published: (2023)

A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method
by: Cai, Feiyang, et al.
Published: (2026)

LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators
by: Lango, Mateusz, et al.
Published: (2025)

In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
by: Li, Huihan, et al.
Published: (2023)

Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale
by: Hu, Xiang, et al.
Published: (2024)

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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