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Bibliographic Details
Main Authors:	Samadi, Anahita, Sullivan, Allison
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning
Online Access:	https://arxiv.org/abs/2408.08374
Tags:	Add Tag No Tags, Be the first to tag this record!

Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation
by: Shahariar, G M, et al.
Published: (2024)

On Adversarial Examples for Text Classification by Perturbing Latent Representations
by: Sooksatra, Korn, et al.
Published: (2024)

Stochastic Adversarial Networks for Multi-Domain Text Classification
by: Wang, Xu, et al.
Published: (2024)

Hate Speech Detection and Classification in Amharic Text with Deep Learning
by: Gashe, Samuel Minale, et al.
Published: (2024)

Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification
by: Wu, Yuan
Published: (2024)

Adversarial Lens: Exploiting Attention Layers to Generate Adversarial Examples for Evaluation
by: Dhole, Kaustubh
Published: (2025)

eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts.A Cross-Genre Survey
by: Nowak, Krzysztof, et al.
Published: (2024)

A Modified Word Saliency-Based Adversarial Attack on Text Classification Models
by: Waghela, Hetvi, et al.
Published: (2024)

Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders
by: Li, Aaron J., et al.
Published: (2025)

PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
by: Zhu, Kaijie, et al.
Published: (2023)

CERT-ED: Certifiably Robust Text Classification for Edit Distance
by: Huang, Zhuoqun, et al.
Published: (2024)

Evaluating the Robustness of Adverse Drug Event Classification Models Using Templates
by: MacPhail, Dorothea, et al.
Published: (2024)

Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies
by: Han, Xu, et al.
Published: (2025)

TaeBench: Improving Quality of Toxic Adversarial Examples
by: Zhu, Xuan, et al.
Published: (2024)

SSCAE -- Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator
by: Asl, Javad Rafiei, et al.
Published: (2024)

Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks
by: Zhang, Xinyu, et al.
Published: (2023)

PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech
by: Wong, Michel, et al.
Published: (2025)

Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis
by: Lee, Jun-Min, et al.
Published: (2023)

Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications
by: Megahed, Fadel M., et al.
Published: (2025)

Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations
by: Ghanim, Mansour Al, et al.
Published: (2025)

Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness
by: Ehyaei, Ahmad-Reza, et al.
Published: (2023)

On the Fragility of Active Learners for Text Classification
by: Ghose, Abhishek, et al.
Published: (2024)

Universal Cross-Lingual Text Classification
by: Savant, Riya, et al.
Published: (2024)

TextAge: A Curated and Diverse Text Dataset for Age Classification
by: Cheekati, Shravan, et al.
Published: (2024)

Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech
by: Battenberg, Eric, et al.
Published: (2024)

Graded Suspiciousness of Adversarial Texts to Human
by: Tonni, Shakila Mahjabin, et al.
Published: (2024)

Low-Cost Generation and Evaluation of Dictionary Example Sentences
by: Cai, Bill, et al.
Published: (2024)

Revisiting Hierarchical Text Classification: Inference and Metrics
by: Plaud, Roman, et al.
Published: (2024)

Ensembling Finetuned Language Models for Text Classification
by: Arango, Sebastian Pineda, et al.
Published: (2024)

Fair Text Classification via Transferable Representations
by: Leteno, Thibaud, et al.
Published: (2025)

Robust Multi-Objective Preference Alignment with Online DPO
by: Gupta, Raghav, et al.
Published: (2025)

Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation
by: Varadhan, Praveen Srinivasa, et al.
Published: (2024)

Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks
by: Azumah, Sylvia Worlali, et al.
Published: (2024)

Assessing Adversarial Robustness of Large Language Models: An Empirical Study
by: Yang, Zeyu, et al.
Published: (2024)

On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks
by: Liu, Zesen, et al.
Published: (2024)

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
by: Kasa, Siva Rajesh, et al.
Published: (2025)

Determinants of Training Corpus Size for Clinical Text Classification
by: Chaturvedi, Jaya, et al.
Published: (2026)

DACTYL: Diverse Adversarial Corpus of Texts Yielded from Large Language Models
by: Thorat, Shantanu, et al.
Published: (2025)

From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation
by: Sultana, Najrin, 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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