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Main Authors:	Lutz, Marlene, Choenni, Rochelle, Strohmaier, Markus, Lauscher, Anne
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Computers and Society
Online Access:	https://arxiv.org/abs/2410.17739
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Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning
by: Choenni, Rochelle, et al.
Published: (2024)

Toxic comments reduce the activity of volunteer editors on Wikipedia
by: Smirnov, Ivan, et al.
Published: (2023)

Challenging Negative Gender Stereotypes: A Study on the Effectiveness of Automated Counter-Stereotypes
by: Nejadgholi, Isar, et al.
Published: (2024)

M-Wanda: Improving One-Shot Pruning for Multilingual LLMs
by: Choenni, Rochelle, et al.
Published: (2025)

Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models
by: Kreutner, Maximilian, et al.
Published: (2025)

Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models
by: Ahnert, Georg, et al.
Published: (2024)

Decoding Multilingual Moral Preferences: Unveiling LLM's Biases Through the Moral Machine Experiment
by: Vida, Karina, et al.
Published: (2024)

Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality
by: Jung, Jana, et al.
Published: (2025)

Properties of Group Fairness Metrics for Rankings
by: Schumacher, Tobias, et al.
Published: (2022)

Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs
by: Sen, Indira, et al.
Published: (2025)

Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
by: Ahnert, Georg, et al.
Published: (2025)

How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
by: Choenni, Rochelle, et al.
Published: (2023)

Prompt Perturbations Reveal Human-Like Biases in Large Language Model Survey Responses
by: Rupprecht, Jens, et al.
Published: (2025)

QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models
by: Kreutner, Maximilian, et al.
Published: (2025)

German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies
by: Rupprecht, Jens, et al.
Published: (2025)

Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP
by: Gautam, Vagrant, et al.
Published: (2024)

Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?
by: Gautam, Vagrant, et al.
Published: (2024)

Reviewing the Reviewer: Elevating Peer Review Quality through LLM-Guided Feedback
by: Purkayastha, Sukannya, et al.
Published: (2026)

The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models
by: Lutz, Marlene, et al.
Published: (2025)

Metaphor Understanding Challenge Dataset for LLMs
by: Tong, Xiaoyu, et al.
Published: (2024)

The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data
by: Luca, Massimiliano, et al.
Published: (2025)

BiasEdit: Debiasing Stereotyped Language Models via Model Editing
by: Xu, Xin, et al.
Published: (2025)

Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You
by: Friedrich, Felix, et al.
Published: (2024)

An Empirical Investigation of Gender Stereotype Representation in Large Language Models: The Italian Case
by: Giachino, Gioele, et al.
Published: (2025)

On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
by: Choenni, Rochelle, et al.
Published: (2024)

Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
by: Rajaee, Sara, et al.
Published: (2025)

Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements
by: Karamolegkou, Antonia, et al.
Published: (2024)

SESGO: Spanish Evaluation of Stereotypical Generative Outputs
by: Robles, Melissa, et al.
Published: (2025)

Leveraging Machine Learning to Identify Gendered Stereotypes and Body Image Concerns on Diet and Fitness Online Forums
by: Chu, Minh Duc, et al.
Published: (2024)

Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German
by: Lardelli, Manuel, et al.
Published: (2024)

Finding Culture-Sensitive Neurons in Vision-Language Models
by: Zhao, Xiutian, et al.
Published: (2025)

A Survey on Stereotype Detection in Natural Language Processing
by: Cignarella, Alessandra Teresa, et al.
Published: (2025)

Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts
by: Nakanishi, Akito, et al.
Published: (2025)

Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models
by: Siddique, Zara, et al.
Published: (2024)

Surfacing Subtle Stereotypes: A Multilingual, Debate-Oriented Evaluation of Modern LLMs
by: Saeed, Muhammed, et al.
Published: (2025)

The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification
by: Waldis, Andreas, et al.
Published: (2024)

Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models
by: Plaza-del-Arco, Flor Miriam, et al.
Published: (2024)

DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis
by: Vijayaraghavan, Prashanth, et al.
Published: (2025)

Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
by: Liu, Yiran, 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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