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Bibliographic Details
Main Authors:	Garg, Piyush Kumar, Chakraborty, Roshni, Dandapat, Sourav Kumar
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Social and Information Networks
Online Access:	https://arxiv.org/abs/2405.06551
Tags:	Add Tag No Tags, Be the first to tag this record!

MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection
by: Toraman, Cagri, et al.
Published: (2022)

BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets
by: Chaudhary, Manav, et al.
Published: (2024)

Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities
by: He, Zihao, et al.
Published: (2024)

Exploring Social Media Posts for Depression Identification: A Study on Reddit Dataset
by: Harshit, Nandigramam Sai, et al.
Published: (2024)

From Millions of Tweets to Actionable Insights: Leveraging LLMs for User Profiling
by: Rahimzadeh, Vahid, et al.
Published: (2025)

Divergent Emotional Patterns in Disinformation on Social Media? An Analysis of Tweets and TikToks about the DANA in Valencia
by: Arcos, Iván, et al.
Published: (2025)

Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph
by: Zhao, Wanqing, et al.
Published: (2024)

Who Checks the Checkers? Exploring Source Credibility in Twitter's Community Notes
by: Kangur, Uku, et al.
Published: (2024)

Analyzing COVID-19 Vaccination Sentiments in Nigerian Cyberspace: Insights from a Manually Annotated Twitter Dataset
by: Ahmad, Ibrahim Said, et al.
Published: (2024)

The Uli Dataset: An Exercise in Experience Led Annotation of oGBV
by: Arora, Arnav, et al.
Published: (2023)

LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data
by: Deshpande, Vijeta, et al.
Published: (2024)

IndRegBias: A Dataset for Studying Indian Regional Biases in English and Code-Mixed Social Media Comments
by: Panda, Debasmita, et al.
Published: (2026)

CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs
by: Hengle, Amey, et al.
Published: (2025)

A Large-Scale Analysis of Persian Tweets Regarding Covid-19 Vaccination
by: ShabaniMirzaei, Taha, et al.
Published: (2023)

WhatsApp Vaccine Discourse (WhaVax): An Expert-Annotated Dataset and Benchmark for Health Misinformation Detection
by: Santos, Jônatas H. dos, et al.
Published: (2026)

Signals from the Floods: AI-Driven Disaster Analysis through Multi-Source Data Fusion
by: Gong, Xian, et al.
Published: (2025)

EquiSumm : A Gender Bias-Aware Framework for Inclusive Tweet Summarization
by: Wanjari, Chaitanya, et al.
Published: (2026)

Word frequency and sentiment analysis of twitter messages during Coronavirus pandemic
by: Rajput, Nikhil Kumar, et al.
Published: (2020)

On Bob Dylan: A Computational Perspective
by: Garg, Prashant
Published: (2025)

FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models
by: Mishra, Sahil, et al.
Published: (2024)

Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models
by: Ziaullah, Abdul Wahab, et al.
Published: (2024)

LLM-based Contrastive Self-Supervised AMR Learning with Masked Graph Autoencoders for Fake News Detection
by: Gupta, Shubham, et al.
Published: (2025)

When Annotators Agree but Labels Disagree: The Projection Problem in Stance Detection
by: Zhang, Bowen
Published: (2026)

Refinement of an Epilepsy Dictionary through Human Annotation of Health-related posts on Instagram
by: Min, Aehong, et al.
Published: (2024)

QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion
by: Mishra, Sahil, et al.
Published: (2025)

Detecting Manipulated Contents Using Knowledge-Grounded Inference
by: Meng, Mark Huasong, et al.
Published: (2025)

Large Language Models for Causal Relations Extraction in Social Media: A Validation Framework for Disaster Intelligence
by: Jeong, Ujun, et al.
Published: (2026)

A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
by: Ji, Shiyu, et al.
Published: (2025)

Infrastructure Ombudsman: Mining Future Failure Concerns from Structural Disaster Response
by: Chowdhury, Md Towhidul Absar, et al.
Published: (2024)

GLARE: Google Apps Arabic Reviews Dataset
by: AlGhamdi, Fatima, et al.
Published: (2024)

Listening Between the Lines: Decoding Podcast Narratives with Language Modeling
by: Gupta, Shreya, et al.
Published: (2025)

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes
by: Fu, Zihang, et al.
Published: (2026)

Automated Annotation of Evolving Corpora for Augmenting Longitudinal Network Data: A Framework Integrating Large Language Models and Expert Knowledge
by: Liu, Xiao, et al.
Published: (2025)

CaST: Causal Discovery via Spatio-Temporal Graphs in Disaster Tweets
by: Duong, Hieu, et al.
Published: (2026)

Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election
by: Mondini, Roberto, et al.
Published: (2024)

MetaHate: A Dataset for Unifying Efforts on Hate Speech Detection
by: Piot, Paloma, et al.
Published: (2024)

Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challenges
by: Khiabani, Parisa Jamadi, et al.
Published: (2024)

The Anatomy of Conspirators: Unveiling Traits using a Comprehensive Twitter Dataset
by: Gambini, Margherita, et al.
Published: (2023)

Protecting Vulnerable Voices: Synthetic Dataset Generation for Self-Disclosure Detection
by: Jangra, Shalini, et al.
Published: (2025)

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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